Lectures related to Design of Experiments: Statistical Design and Analysis

ConsO2 Calibration and Data Analysis

Covers the calibration and data analysis process for ConsO2 measurements, including input file selection and data interpretation.

Ergo: ergometry figures

Covers the analysis of ergometry figures using Excel and the interpretation of respiratory and cardiovascular parameters.

Reservoirs and Dams: Hydraulic Construction and Sizing

Explores sizing reservoirs and dams using cumulative flow curves and tank dimensioning for dry and rainy periods.

Introduction to ANOVA

Covers the basics of ANOVA using a case study on sleeping pill effectiveness.

Design and Analysis of Experiments

Covers the design and analysis of experiments, focusing on statistics for experimenters.

DOE Qualitative factors III

Explores qualitative factors in Design of Experiments, including Latin squares, factorial designs, and ANOVA tables.

Design of Experiments: Efficiency and Interactions

Introduces the Design of Experiments, emphasizing efficiency and interactions in R&D through historical context and practical examples.

Data Visualization: Excel Charts

Covers the basics of creating and customizing charts in Excel.

Reservoirs and Dams: Hydraulic Works and Installations

Explores the role, operation, and sizing of reservoirs and dams in hydraulic works and installations.

DOE Qualitative factors: IV

Explores qualitative factors in Design of Experiments, including statistical tests and error types.

EMG Reflex Figures

Covers the processing of EMG reflex figures and Excel charts.

Weibull Model: Random Data

Explores the Weibull model's application to random data and its significance in analyzing material strength and failure probability.

Factorial Experimental Design

Covers factorial experimental design, 2-way ANOVA, interaction plots, and unbalanced designs.

EMG Analysis: Signal Processing Techniques

Explores EMG signal processing techniques using Excel for data analysis and visualization.

Fractional Factorial Designs

Explores fractional factorial designs, from types to analysis and model building.

Introduction to Fractional Factorial Designs

Covers Fractional Factorial Designs, types, examples, balanced designs, and exploiting redundancies in interactions.

Full Factorial Design Introduction

Covers the basics of full factorial design, coding, graphical outputs, and data analysis.

Model Formulas in R: Basics and Applications

Explores model formulas in R, covering basics, interactions, ANOVA, and factorial designs with practical examples.

Oxygen Consumption: Validation Calculations

Covers the validation calculations for oxygen consumption in Excel.

Fracture Mechanics: Crack Growth and Weakest Link

Explores fracture mechanics, crack growth, and the weakest link theory, emphasizing the statistical distribution of crack sizes and the significance of the largest crack in material failure.