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Note: Each chapter concludes with Review Exercises and aMake It Realproject | |
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Functions and Linear Models | |
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Functions | |
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Linear Functions | |
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Linear Models | |
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Systems of Linear Equations | |
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Systems of Linear Equations | |
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Using Matrices to Solve | |
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Linear Systems of Equations | |
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Linear System Applications | |
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Matrix Algebra and Applications | |
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Matrix Addition and Scalar Multiplication | |
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Matrix Multiplication and Inverses Solving | |
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Matrix Equations | |
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Leontief Input-Output Models | |
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Linear Programming | |
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Graphing Linear Inequalities | |
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Solving Linear Programming | |
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Problems Graphically Solving | |
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Standard Maximization Problems with the Simplex Method | |
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Solving Standard Minimization | |
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Problems and the Dual Solving | |
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General Linear Programming | |
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Problems with the Simplex Method | |
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Nonlinear Models | |
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Quadratic Function Models | |
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HigherOrder Polynomial Function Models | |
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Exponential Function Models | |
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Logarithmic Function Models | |
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Choosing a Mathematical Model | |
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Mathematics of Finance Solving | |
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Exponential Equations | |
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Simple and Compound Interest | |
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Future Value of an Increasing Annuity | |
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Present Value of a Decreasing Annuity | |
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Sets and Probability | |
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Introduction to Sets | |
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Cardinality and the Addition and Multiplication | |
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Principles Permutations and Combinations | |
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Introduction to Probability | |
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Basic Probability Concepts | |
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Advanced Probability and Statistics | |
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Conditional Probability Bayes' | |
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Theorem and Applications | |
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Markov Chains | |
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Random Variables and Expected Value | |
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Measures of Central Tendency and Dispersion | |
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Normal Distributions | |
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The Derivative | |
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Average Rates of Change Limits and Instantaneous | |
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Rates of Change | |
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The Derivative as a Slope: Graphical Method | |
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The Derivative as a Function: Algebraic Method | |
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Interpreting the Derivative | |
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Differentiation Techniques | |
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Basic Derivative Rules | |
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The Product and Quotient Rules | |
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The Chain Rule | |
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Exponential and Logarithmic Rules | |
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Implicit Differentiation | |
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Derivative Applications | |
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Maxima and Minima | |
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Applications of Maxima and Minima | |
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Concavity and the Second Derivative Related Rates | |
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The Integral Indefinite | |
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Integrals Integration by Substitution | |
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Using Sums to Approximate Area | |
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The Definite Integral | |
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The Fundamental Theorem of Calculus | |
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Advanced Integration | |
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Techniques and Applications | |
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Integration by Parts Area | |
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Between Two Curves | |
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Differential Equations and Applications | |
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Differential Equations: Limited Growth and Logistic Models | |
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Multivariable Functions and Partial Derivatives | |
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Multivariable Functions | |
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Partial Derivatives | |
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Multivariable Maxima and Minima | |
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Constrained Maxima and Minima and Applications | |