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1
Binomial Distribution
2
Negative Binomial Distribution
3
Geometric Distribution
4
Hypergeometric Distribution
5
Two Sample T-Test and Type-1 Error
6
What Does a 95% Confidence Interval Mean? Part 1
7
What Does a 95% Confidence Interval Mean? Part 2
8
Creating a Scatter Plot using Regression Analysis
9
Model Fitting and Regression in MATLAB
10
Linear Regression: Meaning of p-Values for the Slope and Intercept
11
Linear Regression: Meaning of Confidence Intervals for Slope and Intercept
12
Regression Fitting in Excel-1
13
Regression Fitting in Excel-2
14
Multiple Regression in Excel
15
Non-Linear Regression Introduction
16
Non-Linear Regression/POLYMATH
17
The Meaning of an F-Test
18
Implementing an F-Test in MATLAB and Excel
19
The Meaning of a One-Way ANOVA
20
One-Way ANOVA in Excel
21
Simple One-Way ANOVA in MATLAB
22
The Meaning of a Two-Factor ANOVA
23
Meaning of Student's t-Distribution (Simulation)
24
Calculating Confidence Intervals
25
Histogram in Excel
26
Simple Linear Regression (Simulation)
27
Aliasing - Sound (Interactive Simulation)
28
ANOVA Visualization (Interactive Simulation)
29
Nonlinear Transformations (Interactive Simulation)
30
Central Limit Theorem (Interactive Simulation)
31
Square Wave (Interactive Simulation)
32
P-Value From Test Statistic (Interactive Simulation)
33
Introduction to Nonlinear Regression
34
Non-linear Regression for Kinetic Data
35
Non-linear Regression for Kinetic Data Using POLYMATH
36
Linear Regression for Kinetic Data
37
Linear Regression for Kinetic Data Using POLYMATH
38
Determining Michaelis-Menten Kinetics Parameters Using Nonlinear Regression
39
Nonlinear Regression to Determine Michaelis-Menten Kinetics Parameters Using POLYMATH
40
Nonlinear Regression to Determine Michaelis-Menten Kinetics Parameters Using Excel Solver
41
Nonlinear Regression to Determine Confidence Limits for Michaelis-Menten Kinetics Parameters - Excel
42
How to Determine Activation Energy Using Nonlinear Regression
43
Determine Activation Energy Using Nonlinear Regression with POLYMATH
44
Determine Activation Energy Using Nonlinear Regression with Excel Solver
45
Calculate 95% Confidence Intervals for Nonlinear Regression in Excel Part 1
46
Calculate 95% Confidence Intervals for Nonlinear Regression in Excel Part 2
47
Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactor Part 1: Overview
48
Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactors Part 2: Excel Calculations
49
Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactors Part 3: Excel Spreadsheet
50
Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactors Part 4: Confidence Limits
Description:
Explore a comprehensive series of statistics screencasts designed for engineers, focusing on data analysis and regression techniques. Learn about various probability distributions, hypothesis testing, confidence intervals, and regression analysis methods. Master the use of tools like MATLAB, Excel, and POLYMATH for statistical computations and data visualization. Dive into advanced topics such as non-linear regression, ANOVA, and kinetics parameter determination. Gain practical skills through interactive simulations and real-world examples, including applications in chemical engineering and reactor kinetics. Enhance your ability to interpret statistical results, perform data-driven decision-making, and apply statistical methods to engineering problems.

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#Mathematics #Statistics & Probability #Data Science #Data Analysis #Programming #Domain-Specific Languages (DSL) #MATLAB #Linear Regression #Statistical Modeling #Regression Analysis #Binomial Distribution #ANOVA #Nonlinear Regression
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Binomial Distribution