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41_Forest Biometry and Modelling [BMEF]

Tematická skupina: Dendrometrie a statistika
Fakulta: Lesnická a dřevařská fakulta

The lecture notes include both PowerPoint presentations and selected R-scripts for computer exercises. R scripts can be directly copied to R console or R studio to carry out all analysis.

Basic statistical quantitites

Exploratory data analysis and data transformation

Estimates of population parametres

Statistical tests

Analysis of variance

Linear correlation and regression

Nonlinear regression

R-scripts

R basic commands
Exploratory Data Analysis (EDA)
Comparison of population parameters estimates computed from small and large samples
Statistical tests
Analysis of Variance (ANOVA)
Nonparametric tests
Poisson and Negative Binomial Distributions
Linear regression
Nonlinear regression