Statistics4MR-2022-23: различия между версиями

Версия от 15:06, 31 августа 2022

= Plan

== Module 1

(1 lecture + 1 class per group X 7 weeks)

   Bootstrap + Jacknife + CV
   Sampling
   Welch test
   Mann-Whitney test
   Sample size calculation
   Multiple comparison corrections

== Module 2

(1 lecture + 1 class per group X 8 weeks)

   CUPED
   Difference in Difference estimator
   Matching
   Contingency tables, Chi-squared tests
   ANOVA, ANCOVA
   Partial correlation + problem solving

== Module 3

(1 lecture + 1 class per group X 11 weeks)

   Discriminant analysis
   Logit
   PCA
   Factor analysis
   Cluster analysis, Dendrogramms
   Conjoint Analysis
   Multidimensional scaling

= Grades

UoL grade = 0.7 * UoL exam + 0.3 * UoL coursework

Internal grade = 0.4 * Final exam + 0.3 * December midterm + 0.15 * HA-1 + 0.15 * HA-2

= :)

Week 1.

Efron, Leisurely Look

@@ Строка 1: / Строка 1: @@
-# Plan
+= Plan
-## Module 1
+== Module 1
 (1 lecture + 1 class per group X 7 weeks)
@@ Строка 12: / Строка 12: @@
      Multiple comparison corrections
-## Module 2
+== Module 2
 (1 lecture + 1 class per group X 8 weeks)
@@ Строка 22: / Строка 22: @@
      Partial correlation + problem solving
-## Module 3
+== Module 3
 (1 lecture + 1 class per group X 11 weeks)
@@ Строка 34: / Строка 34: @@
      Multidimensional scaling
-# Grades
+= Grades
 UoL grade = 0.7 * UoL exam + 0.3 * UoL coursework
@@ Строка 40: / Строка 40: @@
 Internal grade = 0.4 * Final exam + 0.3 * December midterm + 0.15 * HA-1 + 0.15 * HA-2
-# :)
+= :)
 * Week 1.
-[http://web.cecs.pdx.edu/~cgshirl/Documents/Demonstrations/1983%20Efron%20Gong%20A%20Leisurely%20Look%20at%20the%20Bootstrap%20Jackknife%20CV%20CV_Boot_Jack2685844.pdf Efron]
+[http://web.cecs.pdx.edu/~cgshirl/Documents/Demonstrations/1983%20Efron%20Gong%20A%20Leisurely%20Look%20at%20the%20Bootstrap%20Jackknife%20CV%20CV_Boot_Jack2685844.pdf Efron, Leisurely Look]

Statistics4MR-2022-23: различия между версиями

Версия от 15:06, 31 августа 2022

Навигация

Поиск