قسم البيولوجيا

https://www.univ-soukahras.dz/ar/dept/bio

المحاضر	محسن مناع
معلومات	ماستر - علم البيئة الأساسي والتطبيقي قسم البيولوجيا الموقع : https://www.univ-soukahras.dz/ar/module/3301 السداسي : S1 الوحدة : UEM2 الدين : 3 المعامل: 2
المحتوى	Learning objectives: To master statistical tools for data analysis. Recommended prerequisites: Basic knowledge of statistics. Subject Content: Descriptive Statistics in One and Two Dimensions GENERAL INTRODUCTION AND DATA COLLECTION Chapter 1: General Introduction 1.1. Definition 1.2. Historical Background 1.3. General Framework 1.4. Additional Documentation Chapter 2: Data Collection 2.1. Introduction 2.2. Study through Surveys 2.3. Experimentation 2.4. Nature, Recording, and Processing of Data -Second Part- DESCRIPTIVE STATISTICS Chapter 3: Descriptive Statistics in One Dimension 3.1. Frequency Distributions 3.2. Introduction 3.3. Graphical Representations 3.4. Data Reduction: General Concepts 3.5. Measures of Central Tendency 3.6. Measures of Dispersion 3.7. Moments and Measures of Skewness and Kurtosis 3.8. Calculation of Mean, Variance, and Moments of Order 3 and 4 Chapter 4: Descriptive Statistics in Two Dimensions 4.1. Introduction 4.2. Frequency Distributions 4.3. Graphical Representations 4.4. Data Reduction: General Concepts 4.5. Moments and Covariance 4.6. Correlation Coefficient and Coefficient of Determination 4.7. Linear Regression by Least Squares Method 4.8. Calculation of Covariance and Derived Parameters Personal Work: Application Exercises + Report Assessment Method: Written Exam References: (Books, Course Notes, Websites, etc.) Dagnelie P. 1999. Statistique théorique et appliquée, volume 2, Ed. Université de Boeck Larcier, 545p. Harveyj-Motulsky. 2002. Biostatistique une approche intuitive. De Boeck. François H, Julie J, Sebastien L, and Jeremy M. 2015. Facto Mine R: Multivariate Exploratory Data Analysis and Data Mining. R package version 1.29. http://CRAN.R-project.org/package=factomineR.
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