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Calebmusau

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QUANTITATIVE ANALYSISS ALL NOTES

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CONTENTS: Basic mathematical techniques Hypothesis testing and estimation Correlation and regression analysis Time series Linear programming Decision theory Game theory Network planning and analysis Queuing theory

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  •  • 10 items • 
  • by calebmusau • 
  • uploaded  04-10-2022
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Class notes TIME SERIES

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These notes are well detailed and include illustrations to help you understand. It includes questions and answers to assist in your revision. CONTENT: - Definition of time series - Components of time series (circular, seasonal, cyclical, irregular/ random, trend) - Application of time series - Methods of fitting trend: free hand, semi-averages, moving averages, least squares methods - Models- additive and multiplicative models - Measurement of seasonal variation using additive and multipl...

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  •  • 27 pages • 
  • by calebmusau • 
  • uploaded  04-10-2022
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Class notes SIMULATION

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These notes are well detailed and include illustrations to help you understand. It includes questions and answers to assist in your revision. CONTENTS: - Types of simulation - Variables in a simulation model - Construction of a simulation model - Monte Carlo simulation - Random numbers selection - Simple queuing simulation: Single server, single channel "first come first served" (FCFS) model - Application of simulation models

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  •  • 16 pages • 
  • by calebmusau • 
  • uploaded  04-10-2022
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CLASS NOTES QUEING THEORY

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These notes are well detailed and include illustrations to help you understand. It includes questions and answers to assist in your revision. CONTENT: - Components/elements of a queue: arrival rate, service rate, departure, customer behaviour, service discipline,' finite and infinite queues, traffic intensity - Elementary single server queuing systems - Finite capacity queuing systems - Multiple server queues

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  • Class notes
  •  • 15 pages • 
  • by calebmusau • 
  • uploaded  04-10-2022
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NETWORK PLANNING AND ANALYSISI NOTES

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These notes are well detailed and include illustrations to help you understand. It includes questions and answers to assist in your revision. CONTENTS: - Basic concepts - network, activity, event - Activity sequencing and network diagram - Critical path analysis (CPA) - Float and its importance - Crashing of activity/project completion time - Project evaluation and review technique (PERT) - Resource scheduling (levelling) and Gantt charts - Limitations and advantages of CPA and PERT

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  •  • 20 pages • 
  • by calebmusau • 
  • uploaded  04-10-2022
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CLASS NOTES LINEAR PROGRAMMING

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These notes are well detailed and include illustrations to help you understand. It includes questions and answers to assist in your revision. CONTENTS: - Definition of decision variables, objective function and constraints - Assumptions of linear programming - Solving linear programming using graphical method - Solving linear programming using simplex method - Sensitivity analysis and economic meaning of shadow prices in business situations - Interpretation of computer assisted solutions ...

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  •  • 51 pages • 
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  • uploaded  04-10-2022
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Class notes HYPOTHESIS TESTING AND ESTIMATION

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These notes are well detailed and include illustrations to help you understand. It includes questions and answers to assist in your revision. CLASSNOTES: - Hypothesis tests on the mean (when population standard deviation is unknown) - Hypothesis tests on proportions - Hypothesis tests on the difference between means (independent samples) - Hypothesis tests on the difference between means (matched pairs) - Hypothesis tests on the difference between two proportions

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  •  • 35 pages • 
  • by calebmusau • 
  • uploaded  04-10-2022
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Class notes GAME THEORY

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These notes are well detailed and include illustrations to help you understand. It includes questions and answers to assist in your revision. CONTENT: - Assumptions of game theory - Zero sum games - Pure strategy games (saddle point) - Mixed strategy games (joint probability approach) - Dominance, graphical reduction of a game - Value of the game. - Non zero sum games - Limitations of game theory

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  •  • 9 pages • 
  • by calebmusau • 
  • uploaded  04-10-2022
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Class notes CORRELATION AND REGRESSION

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These notes are well detailed and include illustrations to help you understand. It includes questions and answers to assist in your revision. CONTENT: Correlation analysis • Scatter diagrams • Measures of correlation -product moment and rank correlation coefficients (Pearson and Spearman) Regression analysis • Assumptions of linear regression analysis • Coefficient of determination, standard error of the estimate, standard error of the slope, t and F statistics • Computer outpu...

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  •  • 36 pages • 
  • by calebmusau • 
  • uploaded  04-10-2022
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Class notes DECISION THEORY

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These notes are well detailed and include illustrations to help you understand. It includes questions and answers to assist in your revision. CONTENTS: - Decision process - Decision making environment - deterministic situation (certainty), analytical hierarchical approach (AHA), risk and uncertainty, stochastic situations (risk), situations of uncertainty - Decision making under uncertainty - maximin, maximax, minimax regret, Hurwicz decision rule, Laplace decision rule - Decision making un...

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  •  • 21 pages • 
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  • uploaded  04-10-2022
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