Courses Under Statistics University of Ghana – UG
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SINGLE MAJOR IN STATISTICS
LEVEL 200
FIRST SEMESTER
Core
Course Code | Course Titles | Credits |
UGRC 210/220-238 | Academic Writing II/ Introduction to African Studies | 3 |
STAT 221 | Introductory Probability I | 3 |
STAT 223 | Elementary Statistical Methods | 3 |
MATH 223 | Calculus II | 3 |
MATH 221 | Algebra | 3 |
Total | 15 |
*Note: Students to choose 1 UGRC course
SECOND SEMESTER
Core Courses or General Courses for all University Students regardless of your programme. Some of the Courses you’ll have options to select from, seekersnewsgh.com would do well to update with the latest courses.
This Information is to give students idea of the type of programmes to choose when applying or during the selection of Programmes at the High Schools.
NB: The General Courses or Elective Courses are subject to review and change, We’ll update.
Course Code | Course Title | Credits |
UGRC 210/ 220-238 | Academic Writing II/ Introduction to African Studies | 3 |
STAT 222 | Data Analysis I | 2 |
STAT 224 | Introductory Probability II | 3 |
STAT 226 | Official Statistics | 2 |
Total | 10 |
*Note: Students to choose 1 UGRC course
LEVEL 300
FIRST SEMESTER
Core
Course Code | Course Title | Credits |
STAT 331 | Probability Distributions | 3 |
STAT 333 | Statistical Methods I | 3 |
STAT 335 | Sample Survey Methods | 3 |
MATH 331 | Linear Algebra | 3 |
Total | 12 | |
Electives (Select 3-6 credits) | ||
MATH 333 | Analysis I | 3 |
MATH 353 | Calculus of Several Variables | 3 |
MATH 355 | Discrete Mathematics | 3 |
SECOND SEMESTER
Core
Course Code | Course Title | Credits |
STAT 332 | Multivariate Distributions | 3 |
STAT 334 | Statistical Methods | 3 |
STAT 336 | Design of Experiments | 3 |
MATH 350 | Differential Equations I | 3 |
Total | 12 | |
Electives (Select 3-6 credits) | ||
MATH 334 | Analysis II | 3 |
CSCD 304 | Design and Analysis of Algorithms | 3 |
CSCD 312 | Operating Systems | 3 |
LEVEL 400
FIRST SEMESTER
Core
Course Code | Course Title | Credits |
STAT 443 | Theory of Sampling | 3 |
STAT 445 | Regression Analysis | 3 |
STAT 450 | Project | 3 |
Total | 9 | |
Electives (Select 6-9 credits) | ||
STAT 441 | Statistical Inference: Estimation | 3 |
STAT 447 | Non-Parametric Statistics | 3 |
STAT 451 | Introduction to Stochastic Processes | 3 |
STAT 453 | Population Statistics | 3 |
STAT 455 | Actuarial Statistics I | 3 |
STAT 457 | Economic and Social Statistics I | 3 |
STAT 440 | Data Analysis II | 3 |
MATH 421 | Advanced Calculus | 3 |
MATH 435 | Introductory Functional Analysis | 3 |
SECOND SEMESTER
Core
Course Code | Course Title | Credits |
STAT 444 | Survey Organization and Management | 3 |
STAT 450 | Project Work | 3 |
Total | 6 | |
Electives (Select 9 credits) | ||
STAT 442 | Statistical Inference: Tests of Hypothesis | 3 |
STAT 444 | Survey Organization and Management | 3 |
STAT 446 | Multivariate Methods | 3 |
STAT 448 | Analysis of Experimental Designs | 3 |
STAT 456 | Actuarial Statistics II | 3 |
STAT 458 | Economic and Social Statistics II | 3 |
MATH 422 | Integration Theory and Measure | 3 |
MATH 442 | Differential Equation II | 3 |
MAJOR-MINOR IN STATISTICS
LEVEL 200
FIRST SEMESTER
Core
Course Code | Course | Credits |
UGRC 210/220-238 | Academic Writing II/Introduction to African Studies | 3 |
STAT 221 | Introductory Probability I | 3 |
STAT 223 | Elementary Statistical Methods | 3 |
Total | 9 |
*Note: Students to choose 1 UGRC course
SECOND SEMESTER
Core
Course Code | Course | Credits |
UGRC 210/220-238 | Academic Writing II/ Introduction to African Studies | 3 |
STAT 222 | Data Analysis I | 2 |
STAT 224 | Introductory Probability II | 3 |
STAT 226 | Official Statistics | 2 |
Total | 10 |
*Note: Students to choose 1 UGRC course
LEVEL 300
FIRST SEMESTER
Core
Course Code | Course | Credits |
STAT 331 | Probability Distributions | 3 |
STAT 333 | Statistical Methods I | 3 |
STAT 335 | Sample Survey Methods | 3 |
Total | 9 |
SECOND SEMESTER
Core
Course Code | Course | Credits |
STAT 332 | Multivariate Distributions | 3 |
STAT 334 | Statistical Methods II | 3 |
STAT 336 | Design of Experiments | 3 |
Total | 9 |
LEVEL 400
FIRST SEMESTER
Core
Course Code | Course | Credits |
STAT 443 | Theory of Sampling | 3 |
STAT 445 | Regression Analysis | 3 |
STAT 450 | Project | 3 |
Total | 9 | |
Electives (Select 6-9 credits) | ||
STAT 441 | Statistical Inference Estimation | 3 |
STAT 447 | Non-Parametric Statistics | 3 |
STAT 451 | Introduction to Stochastic Processes | 3 |
STAT 453 | Population Statistics | 3 |
STAT 455 | Actuarial Statistics I | 3 |
STAT 457 | Economic and Social Statistics I | 3 |
STAT 440 | Data Analysis II | 3 |
SECOND SEMESTER
Core
Course Code | Course | Credits |
STAT 444 | Survey Organization and Management | 3 |
STAT 450 | Project | 3 |
Total | 6 | |
Electives (Select 9 credits) | ||
STAT 442 | Statistical Inference: Tests of Hypothesis | 3 |
STAT 446 | Multivariate Methods | 3 |
STAT 448 | Analysis of Experimental Designs | 3 |
STAT 454 | Biometrics | 3 |
STAT 456 | Actuarial Statistics II | 3 |
STAT 458 | Economic and Social Statistics II | 3 |
COMBINED MAJOR STATISTICS
LEVEL 200
FIRST SEMESTER
Core
Course Code | Course | Credits |
UGRC 210/220 | Academic Writing II/Liberal and African Studies | 3 |
STAT 221 | Introductory Probability I | 3 |
STAT 223 | Elementary Statistical Methods | 3 |
Total | 9 |
*Note: Students to choose 1 UGRC course
SECOND SEMESTER
Core
Course Code | Course | Credits |
UGRC 210/220 | Academic Writing II/ Liberal and African Studies | 3 |
STAT 222 | Data Analysis I | 2 |
STAT 224 | Introductory Probability II | 3 |
STAT 226 | Official Statistics | 2 |
Total | 10 |
*Note: Students to choose 1 UGRC course
LEVEL 300
FIRST SEMESTER
Core
Course Code | Course | Credits |
STAT 331 | Probability Distributions | 3 |
STAT 333 | Statistical Methods I | 3 |
STAT 335 | Sample Survey Methods | 3 |
Total | 9 |
SECOND SEMESTER
Core
Course Code | Course | Credits |
STAT 332 | Multivariate Distributions | 3 |
STAT 334 | Statistical Methods II | 3 |
STAT 336 | Design of Experiments | 3 |
Total | 9 |
LEVEL 400
FIRST SEMESTER
Core
Course Code | Course | Credits |
STAT 443 | Theory of Sampling | 3 |
STAT 445 | Regression Analysis | 3 |
Total | 6 | |
Electives (Select 3-6 credits) | ||
STAT 441 | Statistical Inference Estimation | 3 |
STAT 447 | Non-Parametric Statistics | 3 |
STAT 450 | Project | 3 |
STAT 451 | Introduction to Stochastic Processes | 3 |
STAT 453 | Population Statistics | 3 |
STAT 455 | Actuarial Statistics I | 3 |
STAT 457 | Economic and Social Statistics I | 3 |
STAT 440 | Data Analysis II | 3 |
SECOND SEMESTER
Course Code | Course | Credits |
Electives (Select 9 credits) | ||
STAT 442 | Statistical Inference: Tests of Hypothesis | 3 |
STAT 444 | Survey Organization and Management | 3 |
STAT 446 | Multivariate Methods | 3 |
STAT 448 | Analysis of Experimental Designs | 3 |
STAT 450 | Project | 3 |
STAT 454 | Biometrics | 3 |
STAT 456 | Actuarial Statistics II | 3 |
STAT 458 | Economic and Social Statistics II | 3 |
Total | 9 |
STATISTICS
STAT 111: Introduction to Statistics
Introduction to Statistics. The reduction and interpretation of data.
STAT 112: Elementary Probability
Introduction to basic concepts of Probability, Random event and Random variables. Probability Calculus and some univariate probability distributions.
STAT 221: Introductory Probability I (Pre-req. MATH 121, 122)
Introduction to the concepts of probability, Random Events, and Random Variables. The Probability Calculus, Univariate probability distributions.
STAT 222: Data Analysis I (Pre-Req. STAT 223)
The aim of this course is to give students practice in handling large data Sets; specifically to provide opportunities for Descriptive and Exploratory Studies.
STAT 223: Elementary Statistical Methods
Bivariate Data Analysis. Time Series and Elements of statistical inference.
STAT 224: Introductory Probability II (Pre-Req. STAT 221)
Bivariate Distributions. Moment Generating Functions; their properties and uses. Sampling distributions. Distributions associated with samples from a Normal population. The Weak Law of Large Numbers and the Central Limit Theorem. Applications.
STAT 226: Official Statistics
Purposes and Scope of Official Statistics. Structure and Work of the National Statistical System. Organisational, Methods and Practices of data collection and dissemination.
STAT 331: Probability Distributions (Pre-req. STAT 221, 224)
Elementary Distribution Theory. Generating Functions. Sequences of random variables; the Central Limit Theorem and its applications.
STAT 332: Multivariate Distributions (Pre-req. STAT 331)
Introduction to Vector Random Variables. Distribution Concepts for Several random variables. Transformations of random vectors. Order Statistics. The multivariate Normal Distribution.
STAT 333: Statistical Methods I (Pre-req. STAT 224)
The first part of a two-semester Course providing a systematic development of the principles and methods of statistical inference, on a largely intuitive basis, with a minimum of mathematical theory. This part deals with the general nature of Statistical Problems, Statistical Models and Problems of Estimation.
STAT 334: Statistical Methods II (Pre-req. STAT 333)
Sequel to STAT 333. General Principles and Procedures of Hypothesis Testing. Parametric and Non-parametric Tests. Simple Linear Regression and Correlation Analysis. The Analysis of Frequency Data.
STAT 335: Sample Survey Methods
Basic Sample Survey procedures and Sample Designs. Estimation of population parameters. Sampling and Non-Sampling Errors.
STAT 336: Design of Experiments (Pre-req. STAT 223)
Basic concepts and principles of experimental Statistics. Analysis of Variance for standard experimental designs. The estimation of treatment Effects.
STAT 440: Data Analysis II (Pre-req. STAT 222, 233)
Summary Statistics for Multivariate Data. Data Presentation and Report Writing. Random Sample Selection. Discrete Analysis. Fitting and Testing Probability Models. Regression and Curve Fitting. Analysis of Experimental Data.
STAT 441: Statistical Inference: Estimation (Pre-req. STAT 331, 333)
The Theoretical basis of the methods of Point and Interval Estimation. Uniformly Minimum Variance Unbiased (UMVU) Estimation, and Maximum Likelihood Estimation.
STAT 442: Statistical Inference: Tests of Hypotheses (Pre-req. STAT 331, 334) The Theory of Hypothesis Testing. Optimal tests. Uniformly Most Powerful Test. Likelihood Ratio and related procedures.
STAT 443: Theory of Sampling (Pre-req. STAT 224)
Analysis and comparison of various sampling schemes. Optimal designs.
STAT 444: Survey Organization and Management (Pre-req. STAT 335)
Multi-subject and specialized Socio-Economic Surveys. Household Survey. Planning, Design and Organization. Error Control. Problems relating to Concepts, Definitions, Classification and Measurement.
STAT 445: Regression Analysis (Pre-req. STAT 334)
The methods of regression analysis extended to situations involving more than one predictor variable. Special emphasis on problems associated with the presence of several predictors.
STAT 446: Multivariate Methods (Pre-req. STAT 332)
Introduction to theory and methods of Multivariate Data Analysis; Estimation and Tests of Hypotheses, Profile Analysis, Multivariate Structure, Discriminant Analysis.
STAT 447: Non-Parametric Statistics (Pre-req. STAT 333, 304)
Some Single Sample problems; the problem of location, The Sign Test, The Wilcoxon Signed
Ranks test. Some Two-Sample Problems: The Chi-Square Test for Homogeneity, the Median
Test, the Mann-Whitney-Wilcoxon Test. Chi-Square Tests of Independence. Some Users of Order Statistics Distributions under alternative Hypotheses.
STAT 448: Analysis of Experimental Designs (Pre-req. STAT 336)
Model specialization for single-factor and multi-factor designs. Main effects, specific effects and interactions. Estimation. Multiple Comparisons. Analysis of covariance.
STAT 450: Project
This is a yearlong project. Student presents a project on a topical issue in Statistics using tools acquired over the period to solve statistical problems.
STAT 451: Introduction to Stochastic Processes (Pre-req. STAT 331)
Stochastic models in the natural and social sciences. Some discrete and continuous time processes. Basic theory and Applications.
STAT 453: Population Statistics
Demographic Concepts and Measures. Collection and Evaluation of demographic data. Analysis of Demographic data. The Dynamics of Population change.
STAT 454: Biometrics (Pre-req. STAT 331)
Biological assay, Analysis of quantal responses. Agricultural and Clinical Trials. Sampling and Estimation of Biological Populations.
STAT 455: Actuarial Statistics I (Financial Statistics) (Pre-req. STAT 331)
Principles of time value of money. Concepts of Compound Interest and Discounting. Interest or Discount Rates. Compound Interest Functions. Investment Projects appraisals. Stochastic Interest Rate Models.
STAT 456 : Actuarial Statistics II (Pre-req. STAT 455, Recommended STAT 453) Principles of simple life insurance and annuity contracts. Means and variances of payment under these contracts. Determination of expected present value and variances of benefits. Determination of net premiums and net premium policy values. Survival models.
STAT 457: Economic and Social Statistics I (Pre-req. STAT 226)
Statistics on Economic and Social Activities and Trends, and their uses. Methods and Sources of Data Collection. Indices and Indicators of Economic Activity. Indicators of Social Development and Living Standard.
STAT 458: Economic and Social Statistics II (Pre-req. STAT 447)
Introduction to the System of National Accounts (SNA). The System, its Accounts and their corresponding economic activities. Input-Output Tables. Social Accounting. Corresponding economic activities. Input-Output Tables. Social Accounting.