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Contents
Front Matter
Introduction
1.
Introduction to Statistical Methods of Analysis
2.
Meaning of Quantitative Geography
3.
Data Management: Tabulation and Frequency Curves
4.
Measures of Dispersion and Moments
5.
Normal distribution, characteristics and its uses in Geographical studies Aslam Mahmood
6.
Measurement of Inequality:Lorenz Curve and Gini’s Concentration Ratio
7.
Measurement of Growth of Geographical Phenomena
8.
Transformation of Data for Geographical Analysis
9.
Probability and Probability Distribution Functions
10.
Sampling Methods
11.
Data Processing and Frequency Distribution
12.
Matrices,representation of equations in matrix form and their solution.
13.
Basic Sampling and Tests of Significance for large samples
14.
Tests of Significance based on small samples
15.
Analysis of Variance
16.
Application of Chi Square Analysis in Geographical Studies
17.
Introduction to Bivariate Linear Regression analysis
18.
Technique of Model-Construction in Geographical Studies
19.
Multiple linear regression analysis ( simple and step- wise regression)
20.
Principal Component Analysis and Eigen value weights for aggregation
21.
Mapping the Principal Components (aggregated factors)
22.
Measurement and Analysis of Planar Network System
23.
Factor Analysis- A Tool for Synthesizing Geographical Phenomena
24.
Trend Surface Analysis: A Technique for land-Surface Interpretation of Geographical Attributes
25.
Technique of Computing the Composite Score for Socio- Economic Development
26.
Spatial Gradient Analysis
27.
Point Pattern and Nearest Neighbor Analysis
28.
Measurement and Analysis of Spatial Interaction
29.
Technique of Computation of Regression Residuals and Mapping
Back Matter
Appendix
Quantitative Technique
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