I am proficient in data entry, statistical and various survey analyses using software such as Excel, SAS (only for ANOVA modelling), SPSS, STATA, and Staistix 8.1 to perform correlation, regression, and multifactorial ANOVAs. In addition to ANOVAs, I can conduct numerous stability analyses, such as AMMI analysis and AMMI stability value (ASV), GGE biplot, Nonparametric stability analysis, Cultivar superiority measure (Pi), Ecovalence (Wi), Coefficient of variation (CV), Stability variance (i2), Coefficient of determination, Regression coefficient and regression coefficient deviation.
I can do statistical analyses using:
SPSS or STATA (where possible to apply):
- Surveys and Reliability analysis
- Time series
- Histogram, P-P & Q-Q plots
- Descriptives
- Linearity
- Homogeneity
- Kurtosis
- Skewness
- correlation
- regression
SAS (only for ANOVA modelling), Excel, SPSS:
- Genotype by environment (G*E) interaction
- Completely Randomized Design (CRD)
- Randomized Complete Block Design (RCBD)
- Lattin Square Design (LSD)
- Alpha Lattice Design
- Multiple factorials and Mixed Models ANOVAs
Mean comparisons (SPSS):
- z-test
- t-test (independent & paired samples)
- F-test
- Least Significant Difference (LSD)
- Tukey's multiple comparison tests
- Duncan
- Dunnet
Other than ANOVAs, I can do:
- several stability analyses like AMMI analysis & AMMI stability value (ASV)
- GGE biplot
- Nonparametric Stability Analysis
- Cultivar superiority measure (Pi)
- Ecovalence (Wi)
- Coefficient of variation (CV)
- Stability variance (σi2)
- Coefficient of determination
- Regression coefficient and deviation from regression
I can also write reports based on the results of the above analyses.