Produktbild: R For College Mathematics and Statistics

R For College Mathematics and Statistics

79,99 €

inkl. gesetzl. MwSt., Versandkostenfrei


Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

21.01.2023

Abbildungen

schwarz-weiss Illustrationen

Verlag

Taylor & Francis

Seitenzahl

338

Maße (L/B/H)

23,4/15,6/1,8 cm

Gewicht

472 g

Sprache

Englisch

ISBN

978-1-03-247568-4

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

21.01.2023

Abbildungen

schwarz-weiss Illustrationen

Verlag

Taylor & Francis

Seitenzahl

338

Maße (L/B/H)

23,4/15,6/1,8 cm

Gewicht

472 g

Sprache

Englisch

ISBN

978-1-03-247568-4

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: R For College Mathematics and Statistics
  • Getting Started

    Importing Data into R

    Functions and Their Graphs

    A Piecewise-Defined Function. A Step Function. Polar Coordinates. Parametric Equations. Geometric Definition of a Parabola. Functions that Return a Function. Phythagorean Triples and a Checkerboard Plot.

    Graphing

    Graphing Functions. Scatter Plots. Dot, Pie, and Bar Charts. A look for loops. Boxplot with a Stripchart. Histogram.

    Polynomials

    Basic Polynomial Operations. The LCM and GCD of Polynomials. Illustrating Roots of a Degree-Three Polynomial. Creating Pascal's Triangle with Polynomial Coefficients. Calculus with Polynomials. Taylor Polynomial of Sin(x). Legendre Polynomials.

    Sequences, Series, and Limits

    Sequences and Series. The Derivative as a Limit. Recursive Sequences.

    Calculating Derivatives

    Symbolic Differentiation. Finding Maximum, Minimum, and Inflection Points. Graphing a Function and Its Derivative. Graphing a Function with Tangent Lines. Shading the Normal Density Curve Outside the Inflection Points.

    Riemann Sums and Integration

    Riemann Boxes. Numerical Integration. Numerical Integration of Iterated Integrals. Area Between two Curves. Graphing an Antiderivative.

    Planes, Surfaces, Rotations, and Solids

    Interactive: Surface Plots. Interactive: Rotations around the x-axis. Interactive: Geometric Solids.

    Curve Fitting

    Exponential Fit. Polynomial Fit. Log Fit. Logistic Fit. Power Fit.

    Simulation

    A Coin Flip Simulation. An Elevator Problem. A Monty Hall Problem. Chuck-A-Luck. The Buffon Needle Problem. The Deadly Board Game.

    The Central Limit Theorem and Z-test

    A Central Limit Theorem Simulation. Z Test and Interval for One Mean. Z Test and Interval for Two Means.

    The T-Test

    T Test and Intervals for One and Two Means. Paired T-Test. Illustrating the Meaning of a Confidence Interval Simulation.

    Testing Proportions

    Tests and intervals for One and Two Proportions. Illustrating the Meaning of ¿ Simulation.

    Linear Regression

    Multiple Linear Regression.

    Nonparametric Statistical Tests

    Wilcoxon Signed Rank Test for a Single Population. Wilcoxon Rank Sum Test for Independent Groups. Wilcoxon Signed Rank Test for Dependent Data. Spearman's Rank Correlation Coefficient. Kruskal-Wallis one-way analysis of variance.

    Miscellaneous Statistical Tests

    One-way ANOVA. Stacking Data. Chi-Square Tests. Testing Standard Deviations.

    Matrices

    Eigenvalues, Eigenvectors and other Operations. Row Operations.

    Differential Equations

    Newton's Law of Cooling. The Logistic Equation. Predator-Prey Mode.

    Some Discrete Mathematics

    Binomial Coefficients, Pascal's Triangle, and a Little Number Theory. Set Theory. Venn Diagrams. Power Set, Cartesian Product, and Intervals. A Cantor Set Example. Graph Theory. Creating and Displaying Graphs. Random Graphs. Some Graph Invariants.