Description Of Statistics
Descriptive Statistics: What is Statistics? Importance of Statistics. What is Biostatistics? Application of Statistics in Biological and Pharmaceutical Sciences. How samples are selected?
Organizing And Displaying Data
Vriables, Quantitative and Qualitative Variables, Univariate Data, Bivariate Data, Random Variables, Frequency Table, Diagrams, Pictograms, Simple Bar Charts, Multiple Bar Charts, Histograms
Summarizing Data And Variation
The Mean, the Median, the Mode, the Mean Deviation, the Variance and Standard Deviation, Coefficient of Variation
Fitting a Straight Line. Fitting of Parabolic or High Degree Curve
Definitions, Probability Rules, Probability Distributions (Binomial & Normal Distributions).
Simple Regression And Correlation
Simple Linear Regression Model. Correlation co-efficient.
Test Of Hypothesis And Significance
Statistical Hypothesis. Level of Significance. Test of Significance. Confidence Intervals, Test involving Binomial and Normal Distributions
Student “T”, “F” And Chi-Square Distributions
Test of Significance based on “t”, “F” and Chi-Square distributions.
Analysis Of Variance
One-way Classification, Two-way Classification, Partitioning of Sum of Squares and Degrees of Freedom, Multiple Compression Tests such as LSD, The analysis of Variance Models.
An understanding of data analysis by using different statistical tests using various statistical software’s like SPSS, Minitab, Statistica etc.