[Survival Analysis] Introduction
해당 포스트에서는 생존 자료 (survival data)의 개괄적인 특징과 이를 고려한 통계적 접근법에 대해서 살펴볼 예정이다....
Oct 02, 2022- Posts
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[MathStat] 5. Hypothesis Testing
This post is an overall summary of Chapter 8 of the textbook Statistical Inference by...
Apr 25, 2022[MathStat] 4. Statistical Estimation
This post is an overall summary of Chapter 7 of the textbook Statistical Inference by...
Apr 24, 2022[MathStat] 3. Large Sample Theory
This post is an overall summary of Chapter 5 of the textbook Statistical Inference by...
Apr 23, 2022[MathStat] 2. Statistical Inequalities
This post is an overall summary of Chapter 3, 4 of the textbook Statistical Inference...
Apr 22, 2022[MathStat] 1. Foundations of Statistics
This post is an overall summary of Chapter 1, 2 of the textbook Statistical Inference...
Apr 21, 2022Statistical Tests for Clinical Trials
This post is an overall summary of different testing methodologies used in clinical trials....
Apr 18, 2022Ch2. Classic Geostatistical Inferences
In this post, we will take a look at the details of classic statistical inference...
Oct 07, 2021Ch1. Introduction to Spatial Data
In this post, we will take a look at some of the basic concepts necessary...
Oct 06, 2021Asymptoticity of Maximum Likelihood Estimator
저번 포스트에 이어 계속해서 수리통계학에서 “통계적 추정” 파트의 핵심적인 내용인 Maximum Likelihood Estimator의 유용한...
Sep 05, 2021Fisher Information
수리통계학에 등장하는 Fisher Information 의 개념에 대해 간략하게 복습해보고자 한다. 수리통계학 수업을 수강한지가 벌써...
Sep 04, 2021Discriminant Analysis
This post will briefly introduce the concept of Linear Discriminant Analysis, Discriminant Analysis...
Dec 07, 2020Cluster Analysis
This post will briefly introduce the concept of Cluster Analysis for defining clusters inside...
Dec 06, 2020Factor Analysis
This post will briefly introduce Factor Analysis, a statistical dimension reduction method for identifying...
Dec 06, 2020Principal Component Analysis
This post is a gentle introduction to the fundamental concept of Principal Component Analysis...
Dec 05, 2020Variable Selection Methods
This post will briefly introduce the concept of multicollinearity and variable selection methods as...
Dec 04, 2020Statistical Inference
This post will briefly investigate the key ideas behind modern statistics in terms of...
Dec 03, 2020