yanliangs Goto Github PK

-

统计反思用R和Stan例解贝叶斯方法学习文件

-rmarkdown-

第十一届**R语言大会（广州会场）演讲材料

100-days-of-ml-code

100 Days of ML Coding

100-days-of-ml-code-1

100-Days-Of-ML-Code中文版

3d-clp

Three Dimensional Container Loading Problem

a-bayesian-approach-to-multistate-hidden-markov-models-application-to-dementia-progression

A Bayesian Approach to Multistate Hidden Markov Models: Application to Dementia Progression, by Jonathan P. Williams, Curtis B. Storlie, Terry M. Therneau, Clifford R. Jack Jr, Jan Hannig

actuarialmodel

精算科学的主要部分是构造和分析数学模型，这些模型刻画了保险赔付损失，以及资金流入和流出一个保险系统的过程。精算风险也可以用随机模型的方法进行表述，这些模型是对这些精算风险变量未来的概率分布以及未来的环境状况的假设。精算模型课程的目的是阐述精算建模的过程，即如何从实际数据出发建立一个合适的精算模型。

advanced-high-school-statistics

An open-source textbook constructed for high school statistics. This textbook covers all topics in the AP* Statistics exam.

advanced-time-series-analysis

DLM, ADLM, SARIMA, VECM, Multivariate analysis on GDP and CPI of UK

ai_line

《sql必知必会》 《算法图解》 《Tensorflow 实战Google深度学习框架》 《推荐系统实践》《Python数据采集》 《机器学习实战》 《统计学习方法》

alibaba_tianchi_book

阿里云天池大赛赛题解析

alphalens

Performance analysis of predictive (alpha) stock factors

amsa

Datasets for the 6th Edition of the book Applied Multivariate Statistical Analysis by Richard Johnson and Dean Wichern

an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

astsa

R package to accompany Time Series Analysis and Its Applications: With R Examples

autogfd

User-friendly interface for performing Generalized Fiducial Inference on continuous parameter spaces.

av_genpact_contest

Multivariate time series forecasting problem

awesome-beamers

beamer template collection

bankruptcy-time-series

Built both univariate and multivariate time series models to predict monthly Canadian National Bankruptcy Rates.

bayes-r-jags-intro

An introduction to hierarchical Bayesian modelling with R, JAGS and STAN

bayesian-statistics

Course material for Bayesian and Modern Statistics, STA601, Duke University, Spring 2015.

bayesian_nonparametrics

Slides and code for Bayesian nonparametrics in R and Julia

bayesian_tvpvar

Bayesian Estimation of a TVP-VAR Model

bayesian_unitroots

R code for paper 'Bayesian model selection for unit root testing with multiple structural breaks'

bayesiansimulations

R codes for very simple Bayesian simulations (t test, ANOVA) from existing data

bayesinar

bayeslogit-thesis

Fast, exact Bayesian inference for logistic likelihoods.

bayespanel

Bayesian Methods for Panel Data Modeling and Inference

bayesplot

bayesplot R package for plotting Bayesian models

bayestestr

:ghost: Utilities for analyzing Bayesian models and posterior distributions