Crop Trials with R

Dr. Rumit Patel, alumni of Anand Agricultural University in Anand, Gujarat, India, has been making significant contributions as a Research Associate in the Department of Agriculture Biotechnology at Anand Agricultural University, Gujarat, since 2021. Before this he served as a Senior Research Fellow at Cotton research Station, Sardarkrushinagar Dantiwada Agricultural University, S. K. Nagar, Gujarat, India for six months. He is expert in designing and interpreting the plant breeding and molecular breeding research. He is also expert in the high dimensional genome data analysis. He adeptly used the R and MS Excel including various other software like TASSEL, STRUCTURE, QTL cartographer, MapMaker, NTSys-pc DARwin and Power Marker etc. to support his research. He is very much expert in variability analysis for this he developed the R package called 'variability'. He is also expert in handling multi-environment trait data and analysis. He is sound at various matting designs like LxT, Diallel mating design, GMA, and etc. His scholarly achievements extend to the publication of research papers in reputable journals, as well as the authorship of several book chapters and review papers that reflect his academic credit. Notably, he actively participates in the peer review process in several reputed journals. Beyond his academic responsibilities, Dr. Patel has served as an active plant breeder at Research Station for Distant Hybridization in Fruit and Field Crops at Department of Agriculture Biotechnology, Anand Agricultural University, Anand.Dr. Sushil Kumar is an accomplished Assistant Professor in the Department of Agri. Biotechnology at Anand Agricultural University, Gujarat, since 2012. A proud alumnus of Rajasthan Agricultural University, Bikaner, he excels in Plant Molecular Biology and Molecular Breeding. Dr. Kumar has significantly contributed to the development of 12 varieties of various crops. His mentorship encompasses guiding 5 masters and one Ph.D. student. Dr. Sushil Kumars academic achievements include over 100 publications, featuring in books from international publishers. The citations of his research papers exceed 1900 with h-index of 23, reflects his wide-reaching impact in the field of agricultural biotechnology. Additionally, he has led several externally and in-house projects funded by different agencies.Dr. Prity Kumari, alumnus of Banaras Hindu University in Varanasi, Uttar Pradesh, India, has been making significant contributions as an Assistant Professor in the College of Horticulture at Anand Agricultural University, Gujarat, since 2015. Her research expertise spans a diverse range of areas, focusing on time series forecasting through statistical models and cutting-edge Deep Learning AI techniques. Dr. Kumari adeptly applies methodologies such as ARIMA, ARCH/GARCH, ANN, ML, Memory based Machine learning models and CNN to advance her research. Her scholarly achievements extend to the publication of research papers in reputable journals, as well as the authorship of several books and book chapters that reflect her academic credit. Notably, she actively mentors and guides numerous masters and Ph.D. students in the domain of agriculture. Beyond her academic responsibilities, Dr. Kumari has served as a visiting fellow at Western Sydney University, further enriching her research insights.

• 1. Introduction: Understanding Statistics and R2. Installation of R: Setting Up R and RStudio3. Basic Statistics: Basic Statistical Measures and Graphs4. Experimental design with R: Principles and Applications5. Correlation:Types and Applications6. Path Analysis: Path fundamentals and analysis using R7. Transformation: Techniques and Implementation8. Completely Randomized Design (CRD): Theory, Layout and Analysis9. Randomized Block Design (RBD): Theory, Layout and Analysis10. Latin Square Design (LSD): Theory, Layout and Analysis11. Split & Strip Plot Designs: Concept and practical analysis in R software12. Visualization of Output: Concept and practical analysis in R softwar