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General

 Dr. Hannelore Liero is a researcher at the mathematical institute of the university of Potsdam. She does not only educate students of software engineering but nutrition and, of course, mathematics as well.

The knowledge gained can be easily applied to the fields of visualization and performance evaluation techniques. The mathematical foundations were laid in three hard semesters.

The language used throughout the lecture was German. Nevertheless, I decided to write my solutions in English.

Statistische Datenanalyse

Some problems base on the excellent books
Devore, Peck: Statistics and
Hastie, Tibshirani, Friedman: The Elements of Statistical Learning.

Preface
Assignment 1  My Solution    Download Code	confidence intervals B(1,theta) distributed variables
Assignment 2  My Solution    Download Code	student-t test: crabs' mean body temperature how smoking during pregnancy affects babies' blood (Pb, lead) effects of alcohol on hypoxia binomial test: comparing medicine a better tennis player ? quit smoking while pregnancy comparison of probabilities anaphylactic of flu viruses Kolmogorov test uniform distributions N(1,4) and N(2,4) distributions rank test measuring vitamine B12 chi square test descendants of beans random numbers, B(1,0.6) random numbers, Poisson(0.5) tossing a biased dice effects of oil on parasitizing of marine fish comparing cures marihuana consumption of students and their parents
Assignment 3  My Solution	linear regression cholinesterase inhibitor milk production / milk protein of Holstein-Friesan cows manganese and the growth of wheat image quality of CRT displays milling quality of paddy correlation of cow's weight and their metabolism reaction of formaldehyde with cotton cellulose uric acid concentration of Holstein-Friesan cows forecasting critical fish influxes at power station intakes prostate specific antigen