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Non-Linear Regression Introduction
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Classroom Contents
Kinetics-Reactor Design: Rate Data
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- 1 CSTR Conversion Based on Batch Data
- 2 Compare First- and Second-Order Reactions
- 3 Determining Rate Order
- 4 Differential Analysis: Determining a Rate Law
- 5 Differential Data Analysis
- 6 Differential PBR Data
- 7 Differential Reactor Analysis
- 8 Differential Reactor Data (PBR)
- 9 Least Squares Method
- 10 Non-Linear Regression Introduction
- 11 Non-Linear Regression/POLYMATH
- 12 Pharmacokinetics: Analyzing Concentration Data (Bio)
- 13 Reaction Rate Explanation
- 14 Simpson's Rule/Excel
- 15 Using Data to Size a PBR Part 1
- 16 Using Data to Size a PBR Part 2
- 17 Non-Linear Regression in Mathematica
- 18 Thermodynamic Interpretation of Transition State Theory: The Eyring Equation
- 19 Relationship Between Arrhenius Activation Energy and Transition State Theory (Eyring Equation)
- 20 Non-linear Regression for Kinetic Data
- 21 Non-linear Regression for Kinetic Data Using POLYMATH
- 22 Linear Regression for Kinetic Data
- 23 Linear Regression for Kinetic Data Using POLYMATH
- 24 Determining Michaelis-Menten Kinetics Parameters Using Nonlinear Regression
- 25 Nonlinear Regression to Determine Michaelis-Menten Kinetics Parameters Using POLYMATH
- 26 Nonlinear Regression to Determine Michaelis-Menten Kinetics Parameters Using Excel Solver
- 27 How to Determine Activation Energy Using Nonlinear Regression
- 28 Determine Activation Energy Using Nonlinear Regression with POLYMATH
- 29 Determine Activation Energy Using Nonlinear Regression with Excel Solver
- 30 Calculate 95% Confidence Intervals for Nonlinear Regression in Excel Part 1
- 31 Calculate 95% Confidence Intervals for Nonlinear Regression in Excel Part 2
- 32 Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactor Part 1: Overview
- 33 Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactors Part 2: Excel Calculations
- 34 Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactors Part 3: Excel Spreadsheet
- 35 Determine Kinetic Parameters for Data from Isothermal Plug Flow Reactors Part 4: Confidence Limits
- 36 Solving Mass Balance Differential Equations for an Isothermal Plug Flow Reactor in Excel
- 37 Nonlinear Regression for Kinetic Parameters for Isothermal PFR: Multiple Reactor Conditions Changed
- 38 Introduction to Virtual Catalytic Reactor Labratory
- 39 Analyze Virtual Catalytic Reactor Laboratory Data Using Nonlinear Regression
- 40 Mechanism For N2O Catalytic Decomposition: Example Problem
- 41 Conversion for a Reactor with Segregated Flow
