Overview
Syllabus
Binomial Distribution.
Negative Binomial Distribution.
Geometric Distribution.
Hypergeometric Distribution.
Two Sample T-Test and Type-1 Error.
What Does a 95% Confidence Interval Mean? Part 1.
What Does a 95% Confidence Interval Mean? Part 2.
Creating a Scatter Plot using Regression Analysis.
Model Fitting and Regression in MATLAB.
Linear Regression: Meaning of p-Values for the Slope and Intercept.
Linear Regression: Meaning of Confidence Intervals for Slope and Intercept.
Regression Fitting in Excel-1.
Regression Fitting in Excel-2.
Multiple Regression in Excel.
Non-Linear Regression Introduction.
Non-Linear Regression/POLYMATH.
The Meaning of an F-Test.
Implementing an F-Test in MATLAB and Excel.
The Meaning of a One-Way ANOVA.
One-Way ANOVA in Excel.
Simple One-Way ANOVA in MATLAB.
The Meaning of a Two-Factor ANOVA.
Meaning of Student's t-Distribution (Simulation).
Calculating Confidence Intervals.
Histogram in Excel.
Simple Linear Regression (Simulation).
Aliasing - Sound (Interactive Simulation).
ANOVA Visualization (Interactive Simulation).
Nonlinear Transformations (Interactive Simulation).
Central Limit Theorem (Interactive Simulation).
Square Wave (Interactive Simulation).
P-Value From Test Statistic (Interactive Simulation).
Introduction to Nonlinear Regression.
Non-linear Regression for Kinetic Data.
Non-linear Regression for Kinetic Data Using POLYMATH.
Linear Regression for Kinetic Data.
Linear Regression for Kinetic Data Using POLYMATH.
Determining Michaelis-Menten Kinetics Parameters Using Nonlinear Regression.
Nonlinear Regression to Determine Michaelis-Menten Kinetics Parameters Using POLYMATH.
Nonlinear Regression to Determine Michaelis-Menten Kinetics Parameters Using Excel Solver.
Nonlinear Regression to Determine Confidence Limits for Michaelis-Menten Kinetics Parameters - Excel.
How to Determine Activation Energy Using Nonlinear Regression.
Determine Activation Energy Using Nonlinear Regression with POLYMATH.
Determine Activation Energy Using Nonlinear Regression with Excel Solver.
Calculate 95% Confidence Intervals for Nonlinear Regression in Excel Part 1.
Calculate 95% Confidence Intervals for Nonlinear Regression in Excel Part 2.
Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactor Part 1: Overview.
Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactors Part 2: Excel Calculations.
Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactors Part 3: Excel Spreadsheet.
Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactors Part 4: Confidence Limits.
Taught by
LearnChemE