I will analyze field trial data using mixed models blup and heritability in r
Research Data Analyst, R Programmer, Statistical Analysis, Scientific Writing
About this Gig
Are you working with plant breeding, crop, agronomy, variety trial, or field experiment data and need an appropriate statistical analysis in R?
I will analyze your experimental data using linear mixed models, BLUP/BLUE, variance components, heritability estimation, and genotype ranking, depending on your experimental design and research objective.
This service is suitable for plant breeders, agronomists, agricultural researchers, MSc/PhD students, universities, research institutes, seed companies, and agricultural R&D projects.
I can help with:
Linear mixed-model analysis
BLUP and BLUE estimation
Variance-component estimation
Broad-sense heritability where appropriate
Genotypic and phenotypic variance
Genotype ranking and selection
Genotype, environment, year, replication and block effects
Multi-location and multi-year trials
RCBD and other agricultural experimental designs
Model diagnosticsStatistical interpretation
I do not apply the same statistical model to every dataset. The model will be selected according to your experimental design, data structure, and research question.
Please contact me before ordering, especially for multi-environment, multi-year, unbalanced data set
Programming language:
R
Technology:
Excel
•
Redash
Analysis Type:
Quantitative Analysis
•
Statistical Analysis
Expertise:
Statistics
Tools:
RStudio
