chuangwan1994 Goto Github PK

applied_metrics

A PhD course in Applied Econometrics and Panel Data

cam

:exclamation: This is a read-only mirror of the CRAN R package repository. CAM — Causal Additive Model (CAM)

chngpt

:exclamation: This is a read-only mirror of the CRAN R package repository. chngpt — Estimation and Hypothesis Testing for Threshold Regression

copcts

:exclamation: This is a read-only mirror of the CRAN R package repository. CopCTS — Copula-Based Semiparametric Analysis for Time Series Data with Detection Limits

cost

:exclamation: This is a read-only mirror of the CRAN R package repository. COST — Copula-Based Semiparametric Models for Spatio-Temporal Data

cqrcpm

A repository to store relevant R code for the paper of composite change point estimator

ctqrl

R code for threshold effect testing for censored longitudinal data in quantile regression

cumseg

:exclamation: This is a read-only mirror of the CRAN R package repository. cumSeg — Change Point Detection in Genomic Sequences

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dmlongithub

hdeconometrics

Set of R functions for high-dimensional econometrics

hsdic

:exclamation: This is a read-only mirror of the CRAN R package repository. HSDiC — Homogeneity and Sparsity Detection Incorporating Prior Constraint Information

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

misaem_logreg

Codes and implementations for "Stochastic Approximation EM for Logistic regression with missing values"

mtaft

Code for "Wan, C., Zeng, H., Zhong, W., et al. (2023) Data-driven estimation for multi-threshold accelerated failure time model. Working paper."

multikink

R package for estimation and inference of multi-kink quantile regression

multirobust

:exclamation: This is a read-only mirror of the CRAN R package repository. MultiRobust — Multiply Robust Methods for Missing Data Problems

ocd

:exclamation: This is a read-only mirror of the CRAN R package repository. ocd — High-Dimensional Multiscale Online Changepoint Detection

rfit

Rank-Based Estimation for Linear Models

rlearner

Quasi-Oracle Estimation of Heterogeneous Treatment Effects

rqpen

:exclamation: This is a read-only mirror of the CRAN R package repository. rqPen — Penalized Quantile Regression

rtutorial

R tutorial on parallel computing and integration of C++

screening

An R package for efficient variable screening method

segmented

:exclamation: This is a read-only mirror of the CRAN R package repository. segmented — Regression Models with Break-Points / Change-Points Estimation

spam-detection

Spam email detection in R using statistical machine learning

supervised_missing

Code for the paper "On the consistency of supervised learning with missing values"

threg

:exclamation: This is a read-only mirror of the CRAN R package repository. threg — Threshold Regression

wanchuang.github.io

Wan chuang's personal webpage