LVA 405.160 Mathematische Statistik

Rohversion Skriptum    Copulas Anwendungsbeispiel   
      

LVA 405.161 UE Mathematische Statistik

      

LV 536.902 Applied AI (Using R)

Slides Unit 01   R-Snippets Unit 01    Uebungsblatt 01    Nuudel zum Ankreuzen
Cheatsheets (dplyr, ggplot2, etc.)
Slides Unit 02   R-Snippets Unit 02    Uebungsblatt 02
Slides Unit 03-04   R-Snippets Unit 03-04    Uebungsblatt 03   R-Snippets Uebungsblatt 03
Uebungsblatt 04  
Slides Unit 05   R-Snippets Unit 05   
Uebungsblatt 05  
Slides Unit 06   R-Snippets Unit 06   
Uebungsblatt 06  
Slides Unit 07   
Uebungsblatt 07  
Uebungsblatt 08  
Slides Unit 09   R-Snippets Unit 09   Uebungsblatt 09  
Uebungsblatt 10  
Slides Unit 10  R-Snippets Unit 10
Uebungsblatt 11  
Slides Unit 11  R-Snippets Unit 11
Uebungsblatt 12  
      

LV 405.512 Abhaengigkeitsmodellierung I

Draft Skriptum     
Marshall-Olkin Sample Generation   
      

LVA Fraktale und Zufall

Slides @Motivation der Vorlesung    Draft Skriptum (Update woechentlich)
R Code: Chaos game Sierpinski triangle plus frequencies       
R Code: Nice dragon via IFS consisting of two functions       
Continuous dependence on the IFS - transforming dragons       
R-Code_fractal word 2d and 3d       
      

LVA 405.170 Angewandte (Mathematische) Statistik

Rohversion Skriptum   Testing toy example   Infoblatt zur UV    Nuudel zum Ankreuzen   
Uebungsblatt 01   
Uebungsblatt 02   
Uebungsblatt 03   
Uebungsblatt 04   
Uebungsblatt 05   
Uebungsblatt 06   
Uebungsblatt 07   
Uebungsblatt 08    snippets testing toy examples
Uebungsblatt 07   
Uebungsblatt 08    R snippets @testing   Insurance Datensatz
Uebungsblatt 09   
Uebungsblatt 10    R-Codes_permtest
Uebungsblatt 11   
Uebungsblatt 12   
      

LVA 298.916 Statistics, Visualization and More Using "R"

Infosheet for the seminar  
dplyr and lubridate intro   snippets and exercises   solutions to the exercises
ggstatsplot intro   snippets and exercises
plotly intro   snippets and exercises   solutions to the exercises
purrr intro   snippets and exercises
markdown intro   exercise   markdown reference sheet   markdown cheatsheet
Shiny intro   exercises  
Caret intro   exercises  
Own R package intro
      

LVA 405.514 Einfuehrung in die Ergodentheorie

Draft Skriptum (Updated woechentlich)  
      

LVA 405.950 Einfuehrung in Data Science - R Intro

Data Science: R Intro (basic stuff)   R-Codes
      

LVA 405.100 Wissenschaftliches Rechnen - R

download R   download R-Studio   Link R Reference Card
Slides 01     R-codes Teil 01    R-snippet package installation
Uebungsblatt 01    Nuudel zum Ankreuzen   
Slides 02     R-codes Teil 02   
Uebungsblatt 02   
Uebungsblatt 03    Slides 03 (dplyr & lubridate)    R-codes Teil 03
      

DSP.007 PhD Workshop Series in Statistics and Applied Data Science II

Background in R:    R Reference Card    tryR codeschool (online beginner's course in R)   
block 3: Regression basics    slides    StADS201805.R          
      

LVA 405.952 (Elementary) Regression Methods & Computational Statistics

Background in R:    R Reference Card    tryR codeschool (online beginner's course in R)   
Weeks 01-03: knitR basics    slides 01-03    knitR minimal example    output knitR mini extended       
             knitR ATM example    output knitR ATM extended
             knitR LVAE extended    LVAE extended pdf-output
             R-Code_GPS    R-Code_RTR_AT   
             ATM inner knitR file    ATM outer loop over .Rnw (R-Code)       
Weeks 04-10: Regression basics:    slides 04-07    slides 08-10
             R-Code_Regression01    R-Code_Regression02    R-Code_Regression03    R-Code_Regression04
             R-Code_Regression05    R-Code_Regression06    R-Code_Regression07   
Weeks 11-14: Testing and Confidence Intervals: slides 11-12   
             R-Codes_Testing01    R-Codes_Testing02    R-Codes_Testing03   
             R-Codes_Testing04    R-Codes_Testing05   
             slides 13   
  

LVA 298.923 R-Einfuehrung durch Angewandte Statistik

      

LVA 431.010 Statistik fuer Naturwissenschaftler

Ankreuzliste   download R   download R-Studio  
Uebungsblaetter  
R-codes Teil 01  
R-codes Teil 02   Slides 01-03
R-codes Teil 04  
R-codes Teil 05  
R-codes Teil 06   Slides 04-06  
R-codes Teil 07  
R-codes Teil 08  
R-codes Teil 09  
R-codes Teil 10   Slides 07-10  
R-codes Teil 11    
R-codes Teil 12    
R-codes Teil 13   Slides 11-13  
      

Statistik mit R fuer Fortgeschrittene

knit R example ATM (extended)   knitR output   slides Block 1       
Exercise 01 (LVA-eval):    basic plotting steps sample solution   knitR output       
Exercise 02 (LVA-eval cont.):   desired knitR output   sample solution       
Exercise 03 (speedskating):    report draft    desired knitR output       
Exercise 04 (ATM separate pdfs):    inner knitR file    outer loop over .Rnw (R-Code)       
      

SMBS

download R   download R-Studio  
R-Code ATM       
      

Statistics: the very basics

R-Code basics I-III