Page 172 - FINAL_HANDBOOK_20242025

Faculty of Science Handbook, Academic Session 2024/2025

Moment generating functions. interval and tests of
Distributions of functions of one independence. Regression and
random variable. Independent Correlation: continuous
random variables. Distributions response data, simple and
of sum of independent random multiple linear model.
variables. Functions related to
normal random variables. Statistical tests: Goodness of fit
Central limit theorem. tests, ANOVA, Nonparametric
Approximation for discrete test.
distributions. Limiting moment
generating functions. Statistical Report Writing.
Assessment: Assessment:
Continuous Assessment: 40% Continuous Assessment: 50%
Final Examination: 60% Final Examination: 50%

SIT1002 SIT2001
STATISTICAL PROBABILITY AND
PROGRAMMING STATISTICS II
Introduction to the statistical Distributions of two and more
programming software. Logical dimensional random variables.
operations. Vector, matrices Correlation coefficient.
and arrays. Sequence, Conditional distributions.
decision statement and loops. Bivariate normal distribution.
Writing functions. Data inputs. Transformation of two random
Data frames. Graphics. variables. Distributions of order
Random number generation. statistics.
Applications to statistics.
Biased and unbiased
Assessment: estimators. Method of
Continuous Assessment: 70% moments. Method of maximum
Final Examination: 30% likelihood. Confidence interval
for: mean, proportion and
variance of single population;
SIT1003 difference between two means,
ANALYSIS OF DATA AND difference between two
STATISTICAL REPORT proportions and ratio of
WRITING variances.
Descriptive statistics. Hypothesis testing for: mean,
Hypothesis testing, confidence proportion and variance of

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