Production Planning Strategy

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Related lectures (32)

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Continuous Random Variables

Explores continuous random variables, density functions, joint variables, independence, and conditional densities.

Demand Management: Forecasting Methods

Explores demand management, forecasting methods, bullwhip effect, Swiss watch industry impact, and cognitive biases in business.

Statistical Analysis: Boxplot and Normal Distribution

Introduces statistical analysis concepts like boxplot and normal distribution using real data examples.

Sampling Theory: Statistics for Mathematicians

Covers the theory of sampling, focusing on statistics for mathematicians.

Estimation and Confidence Intervals

Explores bias, variance, and confidence intervals in parameter estimation using examples and distributions.

Model Selection in Time Series Analysis

Covers model selection, diagnostics, and forecasting in time series analysis, emphasizing the challenges of determining the model order based on autocorrelation and partial autocorrelation functions.

Demand Forecasting: Methods and Models

Explores demand forecasting methods, time series analysis, trend forecasting, and the application of the Holt-Winter model.

Interval Estimation

Covers the construction of confidence intervals for a normal distribution with unknown mean and variance.

Probability and Statistics: Data Modeling and Analysis

Explores PDF forms, statistics, boxplots, density curves, and data analysis methods.

Latent Variable Models

Explores latent variable models, EM algorithm, and Jensen's inequality in statistical modeling.