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COGMOD-HWI/HW3/Q6/Q6.ipynb
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>rt</th>\n",
" <th>choice</th>\n",
" <th>condition</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0.477</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>0.600</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>0.500</td>\n",
" <td>0.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>0.416</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>0.435</td>\n",
" <td>1.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" rt choice condition\n",
"0 0.477 1.0 1.0\n",
"1 0.600 1.0 1.0\n",
"2 0.500 0.0 1.0\n",
"3 0.416 1.0 1.0\n",
"4 0.435 1.0 1.0"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# DATA\n",
"\n",
"import pandas as pd\n",
"import stan\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import seaborn as sns\n",
"import arviz as az\n",
"\n",
"# stan problems\n",
"import nest_asyncio\n",
"nest_asyncio.apply()\n",
"\n",
"data = pd.read_csv(\"sample_response_times.csv\", sep=';')\n",
"\n",
"data.head()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"stan_code = \"\"\"\n",
"data {\n",
" int<lower=1> N;\n",
" array[N] real<lower=0> y;\n",
" array[N] int<lower=1, upper=2> condition;\n",
" array[N] int<lower=0, upper=1> choice;\n",
"}\n",
"\n",
"// EVERYTHING ABOVE 0!!!! EVERYTHING!!!!!!\n",
"parameters {\n",
" real<lower=0> v_easy; // Drift rate for easy condition\n",
" real<lower=0> v_hard; // Drift rate for hard condition\n",
" real<lower=0> a; // Boundary separation\n",
" real<lower=0, upper=1> beta; // Starting point bias\n",
" real<lower=0, upper=min(y)> tau; // Non-decision time with upper bound\n",
"}\n",
"\n",
"model {\n",
" // Priors (updated)\n",
" v_easy ~ gamma(1, 2);\n",
" v_hard ~ gamma(1, 2);\n",
" a ~ gamma(2, 0.5);\n",
" beta ~ beta(2, 2);\n",
" tau ~ gamma(1, 10);\n",
"\n",
" // Likelihood (unchanged)\n",
" for (n in 1:N) {\n",
" if (condition[n] == 1) {\n",
" if (choice[n] == 1) {\n",
" y[n] ~ wiener(a, tau, beta, v_easy);\n",
" } else {\n",
" y[n] ~ wiener(a, tau, 1 - beta, -v_easy);\n",
" }\n",
" }\n",
" if (condition[n] == 2) {\n",
" if (choice[n] == 1) {\n",
" y[n] ~ wiener(a, tau, beta, v_hard);\n",
" } else {\n",
" y[n] ~ wiener(a, tau, 1 - beta, -v_hard);\n",
" }\n",
" }\n",
" }\n",
"}\n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Building..."
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"In file included from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/tbb_profiling.h:123,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/task.h:36,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/task_arena.h:23,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/prim/core/init_threadpool_tbb.hpp:18,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/prim/core.hpp:4,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/rev/core/Eigen_NumTraits.hpp:5,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/rev/core/typedefs.hpp:7,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/rev/core/chainable_object.hpp:6,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/rev/core.hpp:10,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/rev.hpp:10,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math.hpp:19,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/model/model_header.hpp:4,\n",
" from /home/ion606/.cache/httpstan/4.13.0/models/4otogou3/model_4otogou3.cpp:2:\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:422:24: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 422 | constexpr atomic<T>(const atomic<T>& rhs): internal::atomic_impl<T>(rhs) {}\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:422:24: note: remove the < >\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:454:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 454 | __TBB_DECL_ATOMIC(__TBB_LONG_LONG)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:454:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 454 | __TBB_DECL_ATOMIC(__TBB_LONG_LONG)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:455:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 455 | __TBB_DECL_ATOMIC(unsigned __TBB_LONG_LONG)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:455:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 455 | __TBB_DECL_ATOMIC(unsigned __TBB_LONG_LONG)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:459:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 459 | __TBB_DECL_ATOMIC(long)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:459:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 459 | __TBB_DECL_ATOMIC(long)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:460:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 460 | __TBB_DECL_ATOMIC(unsigned long)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:460:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 460 | __TBB_DECL_ATOMIC(unsigned long)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:491:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 491 | __TBB_DECL_ATOMIC(unsigned)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:491:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 491 | __TBB_DECL_ATOMIC(unsigned)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:492:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 492 | __TBB_DECL_ATOMIC(int)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:492:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 492 | __TBB_DECL_ATOMIC(int)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:495:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 495 | __TBB_DECL_ATOMIC(unsigned short)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:495:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 495 | __TBB_DECL_ATOMIC(unsigned short)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:496:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 496 | __TBB_DECL_ATOMIC(short)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:496:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 496 | __TBB_DECL_ATOMIC(short)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:497:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 497 | __TBB_DECL_ATOMIC(char)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:497:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 497 | __TBB_DECL_ATOMIC(char)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:498:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 498 | __TBB_DECL_ATOMIC(signed char)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:498:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 498 | __TBB_DECL_ATOMIC(signed char)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:499:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 499 | __TBB_DECL_ATOMIC(unsigned char)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:499:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 499 | __TBB_DECL_ATOMIC(unsigned char)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: warning: template-id not allowed for constructor in C++20 [-Wtemplate-id-cdtor]\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:502:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 502 | __TBB_DECL_ATOMIC(wchar_t)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:437:32: note: remove the < >\n",
" 437 | constexpr atomic<T>(const atomic<T>& rhs): \\\n",
" | ^\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:502:1: note: in expansion of macro __TBB_DECL_ATOMIC\n",
" 502 | __TBB_DECL_ATOMIC(wchar_t)\n",
" | ^~~~~~~~~~~~~~~~~\n",
"In file included from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/prim/prob/normal_ccdf_log.hpp:5,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/prim/prob.hpp:243,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/prim.hpp:16,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/rev.hpp:16:\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/prim/prob/normal_lccdf.hpp: In function stan::return_type_t<T_x, T_sigma, T_l> stan::math::normal_lccdf(const T_y&, const T_loc&, const T_scale&):\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/prim/prob/normal_lccdf.hpp:68: note: -Wmisleading-indentation is disabled from this point onwards, since column-tracking was disabled due to the size of the code/headers\n",
" 68 | } else if (scaled_diff > 8.25 * INV_SQRT_TWO) {\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/prim/prob/normal_lccdf.hpp:68: note: adding -flarge-source-files will allow for more column-tracking support, at the expense of compilation time and memory\n",
"In file included from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/model/model_header.hpp:11:\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/model/model_base_crtp.hpp: At global scope:\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/model/model_base_crtp.hpp:159: warning: stan::math::var stan::model::model_base_crtp<M>::log_prob(std::vector<stan::math::var_value<double>, std::allocator<stan::math::var_value<double> > >&, std::vector<int>&, std::ostream*) const [with M = model_4otogou3_namespace::model_4otogou3; stan::math::var = stan::math::var_value<double>; std::ostream = std::basic_ostream<char>] was hidden [-Woverloaded-virtual=]\n",
" 159 | inline math::var log_prob(std::vector<math::var>& theta,\n",
"/home/ion606/.cache/httpstan/4.13.0/models/4otogou3/model_4otogou3.cpp:590: note: by model_4otogou3_namespace::model_4otogou3::log_prob\n",
" 590 | log_prob(std::vector<T_>& params_r, std::vector<int>& params_i,\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/model/model_base_crtp.hpp:154: warning: double stan::model::model_base_crtp<M>::log_prob(std::vector<double, std::allocator<double> >&, std::vector<int>&, std::ostream*) const [with M = model_4otogou3_namespace::model_4otogou3; std::ostream = std::basic_ostream<char>] was hidden [-Woverloaded-virtual=]\n",
" 154 | inline double log_prob(std::vector<double>& theta, std::vector<int>& theta_i,\n",
"/home/ion606/.cache/httpstan/4.13.0/models/4otogou3/model_4otogou3.cpp:590: note: by model_4otogou3_namespace::model_4otogou3::log_prob\n",
" 590 | log_prob(std::vector<T_>& params_r, std::vector<int>& params_i,\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/model/model_base_crtp.hpp:96: warning: stan::math::var stan::model::model_base_crtp<M>::log_prob(Eigen::Matrix<stan::math::var_value<double>, -1, 1>&, std::ostream*) const [with M = model_4otogou3_namespace::model_4otogou3; stan::math::var = stan::math::var_value<double>; std::ostream = std::basic_ostream<char>] was hidden [-Woverloaded-virtual=]\n",
" 96 | inline math::var log_prob(Eigen::Matrix<math::var, -1, 1>& theta,\n",
"/home/ion606/.cache/httpstan/4.13.0/models/4otogou3/model_4otogou3.cpp:590: note: by model_4otogou3_namespace::model_4otogou3::log_prob\n",
" 590 | log_prob(std::vector<T_>& params_r, std::vector<int>& params_i,\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/model/model_base_crtp.hpp:91: warning: double stan::model::model_base_crtp<M>::log_prob(Eigen::VectorXd&, std::ostream*) const [with M = model_4otogou3_namespace::model_4otogou3; Eigen::VectorXd = Eigen::Matrix<double, -1, 1>; std::ostream = std::basic_ostream<char>] was hidden [-Woverloaded-virtual=]\n",
" 91 | inline double log_prob(Eigen::VectorXd& theta,\n",
"/home/ion606/.cache/httpstan/4.13.0/models/4otogou3/model_4otogou3.cpp:590: note: by model_4otogou3_namespace::model_4otogou3::log_prob\n",
" 590 | log_prob(std::vector<T_>& params_r, std::vector<int>& params_i,\n",
"In file included from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/concurrent_unordered_map.h:26,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/rev/core/profiling.hpp:10,\n",
" from /home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/stan/math/rev/core.hpp:53:\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/internal/_concurrent_unordered_impl.h: In instantiation of void tbb::interface5::internal::concurrent_unordered_base<Traits>::internal_init() [with Traits = tbb::interface5::concurrent_unordered_map_traits<std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info, tbb::interface5::internal::hash_compare<std::pair<std::basic_string<char>, std::thread::id>, stan::math::internal::hash_profile_key, stan::math::internal::equal_profile_key>, tbb::tbb_allocator<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> >, false>]:\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/internal/_concurrent_unordered_impl.h:773:9: required from tbb::interface5::internal::concurrent_unordered_base<Traits>::concurrent_unordered_base(size_type, const hash_compare&, const allocator_type&) [with Traits = tbb::interface5::concurrent_unordered_map_traits<std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info, tbb::interface5::internal::hash_compare<std::pair<std::basic_string<char>, std::thread::id>, stan::math::internal::hash_profile_key, stan::math::internal::equal_profile_key>, tbb::tbb_allocator<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> >, false>; size_type = long unsigned int; hash_compare = tbb::interface5::internal::hash_compare<std::pair<std::basic_string<char>, std::thread::id>, stan::math::internal::hash_profile_key, stan::math::internal::equal_profile_key>; allocator_type = std::allocator_traits<tbb::tbb_allocator<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> > >::rebind_alloc<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> >]\n",
" 773 | internal_init();\n",
" | ^~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/concurrent_unordered_map.h:112:68: required from tbb::interface5::concurrent_unordered_map<Key, T, Hasher, Key_equality, Allocator>::concurrent_unordered_map(size_type, const hasher&, const key_equal&, const allocator_type&) [with Key = std::pair<std::basic_string<char>, std::thread::id>; T = stan::math::profile_info; Hasher = stan::math::internal::hash_profile_key; Key_equality = stan::math::internal::equal_profile_key; Allocator = tbb::tbb_allocator<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> >; size_type = long unsigned int; hasher = stan::math::internal::hash_profile_key; key_equal = stan::math::internal::equal_profile_key; allocator_type = std::allocator_traits<tbb::tbb_allocator<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> > >::rebind_alloc<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> >]\n",
" 112 | : base_type(n_of_buckets, key_compare(a_hasher, a_keyeq), a)\n",
" | ^\n",
"/home/ion606/.cache/httpstan/4.13.0/models/4otogou3/model_4otogou3.cpp:6:0: required from here\n",
" 6 | stan::math::profile_map profiles__;\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/internal/_concurrent_unordered_impl.h:1345:15: warning: void* memset(void*, int, size_t) clearing an object of type struct tbb::atomic<tbb::interface5::internal::flist_iterator<tbb::interface5::internal::split_ordered_list<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info>, tbb::tbb_allocator<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> > >, std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> >*> with no trivial copy-assignment; use assignment or value-initialization instead [-Wclass-memaccess]\n",
" 1345 | memset(my_buckets, 0, sizeof(my_buckets));\n",
" | ~~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n",
"/home/ion606/Desktop/Homework/COGMOD/HW3/COGMOD-HWI/HW3/.venv/lib/python3.12/site-packages/httpstan/include/tbb/atomic.h:507:1: note: struct tbb::atomic<tbb::interface5::internal::flist_iterator<tbb::interface5::internal::split_ordered_list<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info>, tbb::tbb_allocator<std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> > >, std::pair<const std::pair<std::basic_string<char>, std::thread::id>, stan::math::profile_info> >*> declared here\n",
" 507 | atomic<T*>: internal::atomic_impl_with_arithmetic<T*,ptrdiff_t,T> {\n",
" | ^~~~~~~~~~\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n",
"Building: 30.6s, done.Sampling: 0%\n",
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"Sampling: 100% (12000/12000), done.\n",
"Messages received during sampling:\n",
" Gradient evaluation took 0.000763 seconds\n",
" 1000 transitions using 10 leapfrog steps per transition would take 7.63 seconds.\n",
" Adjust your expectations accordingly!\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is 0, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 21, column 4 to column 25)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is 0, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 21, column 4 to column 25)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is 0, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 20, column 4 to column 25)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is 0, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 20, column 4 to column 25)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Gradient evaluation took 0.000896 seconds\n",
" 1000 transitions using 10 leapfrog steps per transition would take 8.96 seconds.\n",
" Adjust your expectations accordingly!\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is 0, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is 0, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is 0, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 21, column 4 to column 25)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Gradient evaluation took 0.001289 seconds\n",
" 1000 transitions using 10 leapfrog steps per transition would take 12.89 seconds.\n",
" Adjust your expectations accordingly!\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: wiener_lpdf: Random variable = 0.411, but must be greater than nondecision time = 0.411 (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 30, column 16 to column 52)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 20, column 4 to column 25)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is 0, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Gradient evaluation took 0.002967 seconds\n",
" 1000 transitions using 10 leapfrog steps per transition would take 29.67 seconds.\n",
" Adjust your expectations accordingly!\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 22, column 4 to column 22)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n",
" Informational Message: The current Metropolis proposal is about to be rejected because of the following issue:\n",
" Exception: gamma_lpdf: Random variable is inf, but must be positive finite! (in '/tmp/httpstan_t0dh1xl0/model_4otogou3.stan', line 20, column 4 to column 25)\n",
" If this warning occurs sporadically, such as for highly constrained variable types like covariance matrices, then the sampler is fine,\n",
" but if this warning occurs often then your model may be either severely ill-conditioned or misspecified.\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"<stan.Fit>\n",
"Parameters:\n",
" v_easy: ()\n",
" v_hard: ()\n",
" a: ()\n",
" beta: ()\n",
" tau: ()\n",
"Draws: 8000\n"
]
}
],
"source": [
"stan_data = {\n",
" \"N\": len(data),\n",
" \"y\": data[\"rt\"].astype(float).values,\n",
" \"condition\": data[\"condition\"].astype(int).values,\n",
" \"choice\": data[\"choice\"].astype(int).values\n",
"}\n",
"\n",
"model = stan.build(program_code=stan_code, data=stan_data)\n",
"fit = model.sample(num_chains=4, num_samples=2000)\n",
"\n",
"# Diagnostics\n",
"print(fit) # R-hat and EES"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1200x1000 with 10 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"v_easy: mean = 2.48, 95% HDI = [1.95654057 2.98963516]\n",
"v_hard: mean = 0.28, 95% HDI = [0.01961169 0.67641368]\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 800x600 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>mean</th>\n",
" <th>sd</th>\n",
" <th>hdi_3%</th>\n",
" <th>hdi_97%</th>\n",
" <th>mcse_mean</th>\n",
" <th>mcse_sd</th>\n",
" <th>ess_bulk</th>\n",
" <th>ess_tail</th>\n",
" <th>r_hat</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>v_easy</th>\n",
" <td>2.478</td>\n",
" <td>0.262</td>\n",
" <td>1.986</td>\n",
" <td>2.972</td>\n",
" <td>0.004</td>\n",
" <td>0.003</td>\n",
" <td>4630.0</td>\n",
" <td>4592.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>v_hard</th>\n",
" <td>0.282</td>\n",
" <td>0.177</td>\n",
" <td>0.000</td>\n",
" <td>0.582</td>\n",
" <td>0.003</td>\n",
" <td>0.002</td>\n",
" <td>3177.0</td>\n",
" <td>2269.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>a</th>\n",
" <td>0.846</td>\n",
" <td>0.026</td>\n",
" <td>0.799</td>\n",
" <td>0.896</td>\n",
" <td>0.000</td>\n",
" <td>0.000</td>\n",
" <td>4537.0</td>\n",
" <td>4743.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>beta</th>\n",
" <td>0.524</td>\n",
" <td>0.021</td>\n",
" <td>0.484</td>\n",
" <td>0.561</td>\n",
" <td>0.000</td>\n",
" <td>0.000</td>\n",
" <td>4227.0</td>\n",
" <td>4836.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>tau</th>\n",
" <td>0.397</td>\n",
" <td>0.003</td>\n",
" <td>0.392</td>\n",
" <td>0.402</td>\n",
" <td>0.000</td>\n",
" <td>0.000</td>\n",
" <td>4290.0</td>\n",
" <td>5254.0</td>\n",
" <td>1.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" mean sd hdi_3% hdi_97% mcse_mean mcse_sd ess_bulk ess_tail \\\n",
"v_easy 2.478 0.262 1.986 2.972 0.004 0.003 4630.0 4592.0 \n",
"v_hard 0.282 0.177 0.000 0.582 0.003 0.002 3177.0 2269.0 \n",
"a 0.846 0.026 0.799 0.896 0.000 0.000 4537.0 4743.0 \n",
"beta 0.524 0.021 0.484 0.561 0.000 0.000 4227.0 4836.0 \n",
"tau 0.397 0.003 0.392 0.402 0.000 0.000 4290.0 5254.0 \n",
"\n",
" r_hat \n",
"v_easy 1.0 \n",
"v_hard 1.0 \n",
"a 1.0 \n",
"beta 1.0 \n",
"tau 1.0 "
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# print and graph in a different cell because the stan takes 5 to 10 business centuries to run\n",
"\n",
"v_easy = fit[\"v_easy\"]\n",
"v_hard = fit[\"v_hard\"]\n",
"a = fit[\"a\"]\n",
"beta = fit[\"beta\"]\n",
"tau = fit[\"tau\"]\n",
"\n",
"fig = az.plot_trace(fit)\n",
"plt.subplots_adjust(hspace=0.5)\n",
"plt.savefig('trace_plot.png')\n",
"plt.show()\n",
"\n",
"print(\n",
" f\"v_easy: mean = {np.mean(v_easy):.2f}, 95% HDI = {np.percentile(v_easy, [2.5, 97.5])}\")\n",
"print(\n",
" f\"v_hard: mean = {np.mean(v_hard):.2f}, 95% HDI = {np.percentile(v_hard, [2.5, 97.5])}\")\n",
"\n",
"\n",
"fig, axes = plt.subplots(2, 1, figsize=(8, 6)) # 2 subplots\n",
"axes[0].hist(v_easy.flatten(), bins=30, density=True,\n",
" alpha=0.7, color='blue', edgecolor='black')\n",
"axes[0].set_title(\"Histogram of v_easy\")\n",
"\n",
"axes[1].hist(v_hard.flatten(), bins=30, density=True,\n",
" alpha=0.7, color='red', edgecolor='black')\n",
"axes[1].set_title(\"Histogram of v_hard\")\n",
"\n",
"plt.subplots_adjust(hspace=0.5)\n",
"plt.savefig(\"drift_rate_histograms.png\", bbox_inches='tight')\n",
"plt.show()\n",
"\n",
"az.summary(fit)"
]
}
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