MS-C1620 - Statistical Inference, Lecture, 10.1.2022-13.4.2022

Osion kuvaus

• Luennot
  The course lectures are on Thursdays at 8.15-10.00 online via this Zoom link. We will also try to record the lectures so you can watch them afterwards.
  

  
  

  In column "Planned topic", you find the slides for the planned lecture. Actual lectures may run faster or slower. If the actual lectures are lagging behind, you may want to read the slides on your own, for example, if you need tools for the exercises. Until updated, slides from previous year are available here.

  
  

  Lecture plan

  Lecture	Day	Planned topic, slides	Note	Lecture slides updated	Example code
  L1	13.1.	Descriptive statistics	recording, Q&A	12.1.	L1 code
  L2	20.1.	Confidence intervals and hypothesis testing	recording,		L2 code
  L3	27.1.	Non-parametric tests (distribution-free)	recording, Q&A	27.1.	L3 code
  L4	3.2.	Inference for binary data	recording, extra slides	3.2.	L4 code
  L5	10.2.	Distribution tests	recording		L5 code
  L6	17.2.	Correlation and dependence No online lecture, see recording →	recording (old)		L6 code
  L7	3.3.	Linear regression I	recording	3.3.	L7 code
  L8	10.3.	Linear regression II	recording, Q&A	9.3.	L8 code + Matlab demo
  L9	17.3.	Linear regression III, Model complexity and Cross validation	recording	17.3.	L9 code
  L10	24.3.	ANOVA	recording	24.3.	L10 code
  L11	31.3.	Kernel regression	recording	31.3.	L11 code
  L12	7.4.	Reflection groupwork, Miro board	groupwork results

  
  

  
  

  • Valitse aktiviteetti Descriptive statistics

    

    Descriptive statistics Tiedosto PDF
  • Valitse aktiviteetti Confidence intervals and hypothesis testing

    

    Confidence intervals and hypothesis testing Tiedosto PDF
  • Valitse aktiviteetti parametric CI example

    

    parametric CI example Tiedosto PDF
  • Valitse aktiviteetti Non-parametric tests

    

    Non-parametric tests Tiedosto PDF
  • Valitse aktiviteetti Inference for binary data

    

    Inference for binary data Tiedosto PDF
  • Valitse aktiviteetti Distribution tests

    

    Distribution tests Tiedosto PDF
  • Valitse aktiviteetti Correlation and dependence

    

    Correlation and dependence Tiedosto PDF
  • Valitse aktiviteetti Linear regression I

    

    Linear regression I Tiedosto PDF
  • Valitse aktiviteetti Linear regression II

    

    Linear regression II Tiedosto PDF
  • Valitse aktiviteetti Linear regression III

    

    Linear regression III Tiedosto PDF
  • Valitse aktiviteetti ANOVA

    

    ANOVA Tiedosto PDF
  • Valitse aktiviteetti L1 code

    

    L1 code Tiedosto R
  • Valitse aktiviteetti L3 code

    

    L3 code Tiedosto R
  • Valitse aktiviteetti L2 code

    

    L2 code Tiedosto R
  • Valitse aktiviteetti L4 code

    

    L4 code Tiedosto R
  • Valitse aktiviteetti L5 code

    

    L5 code Tiedosto R
  • Valitse aktiviteetti L6 code

    

    L6 code Tiedosto R
  • Valitse aktiviteetti L7 code

    

    L7 code Tiedosto R
  • Valitse aktiviteetti L8 code

    

    L8 code Tiedosto R
  • Valitse aktiviteetti L9 code

    

    L9 code Tiedosto R
  • Valitse aktiviteetti L10 code

    

    L10 code Tiedosto R
  • Valitse aktiviteetti L11 code

    

    L11 code Tiedosto R
  • Valitse aktiviteetti L12 code

    

    L12 code Tiedosto R
  • Valitse aktiviteetti L3 extra code

    

    L3 extra code Tiedosto M