Statistics4MR-2022-23: различия между версиями

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Module 1
# Plan
 
## Module 1


(1 lecture + 1 class per group X 7 weeks)
(1 lecture + 1 class per group X 7 weeks)
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     Multiple comparison corrections
     Multiple comparison corrections


Module 2
## Module 2


(1 lecture + 1 class per group X 8 weeks)
(1 lecture + 1 class per group X 8 weeks)
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     Partial correlation + problem solving  
     Partial correlation + problem solving  


Module 3
## Module 3


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


# Grades


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

Версия от 15:05, 31 августа 2022

  1. Plan
    1. 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
    1. 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 
    1. Module 3

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

   Discriminant analysis
   Logit
   PCA
   Factor analysis
   Cluster analysis, Dendrogramms
   Conjoint Analysis
   Multidimensional scaling
  1. 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

  1. :)
  • Week 1.

Efron