Essentials of Statistics In Agricultural Sciences
Coordonnateurs : Mishra Pradeep, Homa Fozia
An understanding of the basics, logic, and theory of statistics is essential for agricultural researchers for dealing with the interpretation of data. This volume presents some of the basic and necessary concepts of statistical tools, specifically as applied to the statistics of agriculture and allied fields. It covers basic statistics, design of experiments, sampling techniques, time series, inference outlines, forecasting models, data handling, and statistical software in an easy-to-understand manner that is aimed at students and researchers with little or no mathematical background.
In the agriculture scenario, students and researchers face problems that can be addressed with statistical tools, planning of field experiments, collection of data, analysis, interpretation of the data, etc. In this book, statistical theories are discussed with the help of examples from real-life situations in agriculture and allied fields, followed by worked-out examples. Each chapter is followed by a number of problems and questions that will help readers gain confidence in solving those problems. The volume also provides an analysis of how data is important and introduces the reader to using statistical software such as MS Excel, SAS (Statistical Analysis System), JMP, Minitab, and R (from the R Foundation for Statistical Computing).
1. The Basics of Statistics 2. Design of Experiments 3. The Axioms of Statistical Inference: Estimation and Hypothesis Testing4. Assessment of Sampling Techniques: Theory and Application5. Time Series6. Overview of MS Excel, SPSS, Minitab, and R 7. Overview of JMP and SAS
Pradeep Mishra, PhD,is an Assistant Professor of Statistics at the College of Agriculture at the Jawaharlal Nehru Agricultural University, Jabalpur, Madhya Pradesh, India. Dr. Mishra previously served as a data management specialist at a private multinational company for several years. He specializes in the field of time series, experiment design, and agricultural statistics. He has published more than 45 research articles in international and national journals and has won several awards.
Fozia Homa, PhD,is an Assistant Professor and Scientist in the Department of Statistics, Mathematics and Computer Application, Bihar Agricultural University, Sabour, India, and author or co-author of several journal articles. Dr. Fozia has received numerous awards in recognition of her research and teaching achievements from several national and international organizations. She has received several grants from various funding agencies to carry out her research projects. Her areas of specialization include sample surveys, population studies, and mathematical modeling.
Date de parution : 03-2021
15.6x23.4 cm
Disponible chez l'éditeur (délai d'approvisionnement : 14 jours).
Prix indicatif 103,03 €
Ajouter au panierDate de parution : 08-2019
15.6x23.4 cm
Thèmes d’Essentials of Statistics In Agricultural Sciences :
Mots-clés :
Circular Systematic Sampling; statistical theories; Average Daily Milk Yield; statistical software; Small Sample Theory; forecasting models; Fit ARIMA Model; data handling; Average Daily Milk Production; agricultural science; Randomized Response Technique; Dialog Box; Non-sampling Errors; Coverage Error; Sampling Units; Csv Format; MS Excel File; ARIMA Model; Null Hypothesis; Field Trial Conduct; Fit General Linear Model; MINITAB Worksheet; Post Hoc; Equal Size Clusters; Ogive Curve; Class Interval; Unequal Replication