ENGINEERING FACULTY / GEOLOGICAL ENGINEERING / JEO2020 - GEOSTATISTICS

Contents Of The Courses in a weekly Period

Hafta 
Subjects 
Sources 
1Introduction to statistics, Statistical concepts, Type of statistic[1] p. 1-5; [2] p. 1-4
2Summarizing data - Frequency Distributions and Graphic Presentation Construction of a frequency tables, histogram, frequency polygon, cumulative frequency polygon, pie charts[1] p. 6-36; [2] p. 7-31
3Measures of Central Tendency (Arithmetic mean, geometric mean weighed mean, median, mode)[1] p.36-49; [2] p. 32-55
4Distribution Parameters (Measures of dispersion and skewness, Variance, Standard deviation, Skewness and Kurtosis, Quartiles, Percentile range)[1] p. 50-62
5Probability, Principles of probability (Addition rule, Multiplication rule) Probability trees, Bayes theorem, Mathematical expectation, Permutation, Combination [1] p. 63-77
6Probability distributions:The Binominal Distribution, the Poisson distribution, the normal distribution and standardised normal distriburtion [1] p.78-90
7Sampling and statistical estimation theory, Some important sample properties, the central limit theorem[1] p.91-96; [2] p. 145-177
8The distriibution of sample means, Estimation of population parameters[1] p. 97-102
9Mid-term exam-The Z-test[1] p.103-114
10Student's t Test, Degrees of freedom, T tables, One sample T Test, Independent samples T Test, Paired samples T Test[1] p. 114-129; [3] p.57-67
11The chi-square test[1] p. 131-143
12The F Test, Analysis of variance, The F distribution, ANOVA, Two way analysis of variance, Test of Hartley Maximum and Cochran [1] p. 144-169; [2] p. 196-215; [3] p.68-79
13Correlation-Simple correlation, Scatter diagrams, calculating the coefficient of correlation, testing the significance of the coefficient of correlation[1] p.170-186
14Simple regression analysis, table of regression analysis, drawing the line of regression[1] p.187-191