Applied Statistics - Week 5
The following chapters (including exercises in the book!) and computer exercises are considered read, understood, and solved by the end of the week.
Lectures:
Multi Variate Analysis (MVA)
.
Reading:
Chapter 7
: Confidence interval (7.2), and Student's t-distribution (7.3).
Chapter 8
: Contingency tables (8.5.3) and Fisher's exact test (from Wiki).
Wikipedia
:
Fisher's Discriminant
,
Neural Networks
, and
Decision trees
.
Fisher's original article
:
Fisher Discriminant
Wikipedia
:
Kolmogorov-Smirnov test
,
Computer exercises:
Fisher Discriminant:
FisherDiscriminant.c
(datafiles with
names
or
numbers
)
           For hint and solution:
FisherDiscriminant_HalfSolution.c
and
FisherDiscriminant_FullSolution.c
Harmonic Oscillator:
HarmonicOscillatorFit_Fys2Lab_FitData.c
           For example solution:
HarmonicOscillatorFit_Fys2Lab_FitData_Solution.c
           (datafiles
Exp_Osc_V1.txt
and
Exp_Osc_V2.txt
)
Kolmogorov-Smirnov test:
KolmogorovSmirnovTest.c
Comments:
Last updated 8th of October 2011.