Statistics4MR-2022-23: различия между версиями
Перейти к навигации
Перейти к поиску
Bdemeshev (обсуждение | вклад) Нет описания правки |
Bdemeshev (обсуждение | вклад) Нет описания правки |
||
| Строка 44: | Строка 44: | ||
Final grade = 0.5 * Fall grade + 0.2 HA + 0.3 * Final exam | Final grade = 0.5 * Fall grade + 0.2 HA + 0.3 * Final exam | ||
== | == Log-book == | ||
'''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, Leisurely Look] | Naive bootstrap, t-statistic bootstrap | ||
Sources of wisdom: | |||
[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 at bootstrap, jackknife and cv] | |||
[https://arxiv.org/abs/1411.5279 Tim Hesterberg, What Teachers Should Know about the Bootstrap?] | |||
'''Week 2''' | |||
Variance estimation: jackknife, bootstrap. Bootstrap in bootstrap. | |||
Версия от 15:04, 15 сентября 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 grades:
Fall grade = 0.4 * HA + 0.6 December Exam
Final grade = 0.5 * Fall grade + 0.2 HA + 0.3 * Final exam
Log-book
Week 1
Naive bootstrap, t-statistic bootstrap
Sources of wisdom:
Efron, Leisurely Look at bootstrap, jackknife and cv
Tim Hesterberg, What Teachers Should Know about the Bootstrap?
Week 2
Variance estimation: jackknife, bootstrap. Bootstrap in bootstrap.