Statistics using R

Gothenburg in spring 2017, examiner Olle Nerman


Block 3


Last day of block 3 (Friday 7 April) we will be in MVF31. The entire day will be used for defining and getting started with examination assignments for block 3.


Aila Särkkä: Spatial statistics
PhDScience2017.pdfPhDScience2017.pdf
PracticalPhDScience2017.docxPracticalPhDScience2017.docx

David Bolin: Mixed effects models

mixedmodels.pdfmixedmodels.pdf

bates_jss.pdfbates_jss.pdf

bates_manual.pdfbates_manual.pdf


Petter Mostad: Bayesian statistics

lectureBayes.pdflectureBayes.pdf

exercise.pdfexercise.pdf

disasters.txtdisasters.txt


Note: We'll be in room MVH12 on the first day of Block 3 (5 April)

 

Files

Day 1 (Wednesday 5 April). Room: MVH12

lab_principal_components.pdflab_principal_components.pdf

genepred.Rgenepred.R

da_functions.Rda_functions.R


Block 2

Mandatory homework assignment to get credits for blocks 1 and 2. To be handed in before 9:00 AM, April 5:

assigment-block2.pdfassignment-block2.pdf

Lizards.txtLizards.txt


Schedule

 

​9:00 ​13:15 ​Room
​8 March ​Demo of ANOVA home assignment, discussion of assignments ​Multiple linear regression ​MVH12
​9 March ​Contingency tables ​Statistical power ​MVF31, MVH12
​10 March ​Multiple non-linear regression and model selection ​Logistic regression ​MVH12
 

 

Files

Day 1 (Wednesday 8 March)

04-afternoon-multireg.pdf04-afternoon-multireg.pdf

lab-4-2-MultipleRegression.pdflab-4-2-MultipleRegression.pdf

ratInfo.txtratInfo.txt

ratliver.datratliver.dat


 

Day 2 (Thursday 9 March)

lab_categorical_data.pdflab_categorical_data.pdf

Occupation.txtOccupation.txt

Occupation2.txtOccupation2.txt

TwoTreatments.txtTwoTreatments.txt

lab_categorical_data_solution.Rlab_categorical_data_solution.R

presentation_power_computations.pdfpresentation_power_computations.pdf

lab_power_computations.pdflab_power_computations.pdf

lab_power_computations_solution.Rlab_power_computations_solution.R


Day 3 (Friday 10 March)
06-morning-nonlinear.pdf06-morning-nonlinear.pdf
lab-6-1-NonlinearRegression.pdflab-6-1-NonlinearRegression.pdf
lab_logistic_regression.pdflab_logistic_regression.pdf
insecticide.datinsecticide.dat
insecticideVR.datinsecticideVR.dat
lab_log_reg_solution.Rlab_log_reg_solution.R

 

Block 1

 

Files

 

Day 1 (Monday 27 February)

01-R.pdf01-R.pdf

lab1.pdflab1.pdf

lab2.pdflab2.pdf

Example.txtExample.txt

lab2solution.pdflab2solution.pdf


Day 2 (Tuesday 28 February)

presentation_simulation_bootstrap.pdfpresentation_simulation_bootstrap.pdf

lab_simulation_bootstrap.pdflab_simulation_bootstrap.pdf

lab_sim_boot_solution_part1.Rlab_sim_boot_solution_part1.R

lab_sim_boot_solution_part2.Rlab_sim_boot_solution_part2.R

Metals.txtMetals.txt


 

Day 3 (Wednesday 1 March)

03-TestsRegressionCorrelation.pdf03-TestsRegressionCorrelation.pdf

lab-3-1-tests.pdflab-3-1-tests.pdf