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Statistical Thinking for the 21st Century

Contributor: Poldrack

Publisher: Russell Poldrack

License: CC BY-NC

Statistical thinking is a way of understanding a complex world by describing it in relatively simple terms that nonetheless capture essential aspects of its structure, and that also provide us some idea of how uncertain we are about our knowledge. The foundations of statistical thinking come primarily from mathematics and statistics, but also from computer science, psychology, and other fields of study.

(1 review)

Introduction to Financial Mathematics Concepts and Computational Methods

Contributor: Fahim

Publisher: Florida State University

License: CC BY-NC-SA

Introduction to Financial Mathematics: Concepts and Computational Methods serves as a primer in financial mathematics with a focus on conceptual understanding of models and problem solving. It includes the mathematical background needed for risk management, such as probability theory, optimization, and the like. The goal of the book is to expose the reader to a wide range of basic problems, some of which emphasize analytic ability, some requiring programming techniques and others focusing on statistical data analysis. In addition, it covers some areas which are outside the scope of mainstream financial mathematics textbooks. For example, it presents marginal account setting by the CCP and systemic risk, and a brief overview of the model risk. Inline exercises and examples are included to help students prepare for exams on this book.

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An Introduction to the Theory of Numbers

Contributor: Moser

Publisher: The Trillia Group

License: CC BY

This book, which presupposes familiarity only with the most elementary concepts of arithmetic (divisibility properties, greatest common divisor, etc.), is an expanded version of a series of lectures for graduate students on elementary number theory. Topics include: Compositions and Partitions; Arithmetic Functions; Distribution of Primes; Irrational Numbers; Congruences; Diophantine Equations; Combinatorial Number Theory; and Geometry of Numbers. Three sections of problems (which include exercises as well as unsolved problems) complete the text.

(1 review)

Drugs quality control (Theoretical foundation and practical application): The Coursebook

Contributors: Pleteneva, Morozova, Uspenskaya, and Khatchaturyan

Publisher: РУДН

License: CC BY-SA

The Course book presents the basics of drugs quality control in accordance with regulatory documents (pharmacopoeia of Europe, USA, Japan, Russia) and new data from current scientific periodicals, monographs The features of the physical, spectral and chemical quality control of medicines according to the indicators «identification», «tests» and «assay» are described in detail. Part II presents a workbook, which includes questions for the self-control of the material studied and tasks for a laboratory workshop. The Course book contains reference material and samples of pharmacopoeial articles. The Course book is designed for students of the specialty «Pharmacy».

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(0 reviews)

The American Yawp Vol. I: To 1877

Contributors: Locke and Wright

Publisher: Stanford University Press

License: CC BY-SA

In an increasingly digital world in which pedagogical trends are de-emphasizing rote learning and professors are increasingly turning toward active-learning exercises, scholars are fleeing traditional textbooks. Yet for those that still yearn for the safe tether of a synthetic text, as either narrative backbone or occasional reference material, The American Yawp offers a free and online, collaboratively built, open American history textbook designed for college-level history courses. Unchecked by profit motives or business models, and free from for-profit educational organizations, The American Yawp is by scholars, for scholars. All contributors—experienced college-level instructors—volunteer their expertise to help democratize the American past for twenty-first century classrooms.

(16 reviews)

The American Yawp Vol. II: Since 1877

Contributors: Locke and Wright

Publisher: Stanford University Press

License: CC BY-SA

(8 reviews)

Bending the Curve: Climate Change Solutions

Contributors: Ramanathan, Aines, and Auffhammer

Publisher: eScholarship

License: CC BY-NC-SA

Climate change is an urgent problem. Because it is causing new weather extremes and fatal catastrophes, climate change is better termed climate disruption. Bending the curve to flatten the upward trajectory of pollution emissions responsible for climate disruption is essential in order to protect billions of people from this global threat. Education is a key part of the solution.

(4 reviews)

Psychology: The Science of Human Potential

Contributor: Levy

Publisher: BCcampus

License: CC BY

The first chapter provides an overview of the textbook and reviews the history of psychology and its methodology. Psychology is described as a science studying how hereditary (nature) and experiential (nurture) variables interact to influence the thoughts, feelings, and behavior of individuals. The remainder of the text will be organized in sections entitled “Mostly Nature” (Biological Psychology; Sensation & Perception; Motivation & Emotion), “Mostly Nurture” (Direct Learning; Indirect Learning (i.e., observational learning and language); Cognition), and “Nature/Nurture” (Human Development; Personality; Social Psychology; Maladaptive Behavior; Professional Psychology and Human Potential).

(7 reviews)

Teaching in the University: Learning from Graduate Students and Early Career Faculty

Contributors: Westfall-Rudd, Vengrin, and Elliott-Engel

Publisher: Virginia Tech Publishing

License: CC BY-NC

The primary objective of this book is to provide a resource for graduate teaching assistants who are looking for practical strategies and guidance as they begin their careers as postsecondary STEM educators. The text is designed to address a comprehensive list of topics to support the professional development of new faculty, recognizing that those holding academic faculty positions within a college or university are expected to be active in teaching, discovery, and outreach.

(1 review)

Introduction to Game Theory: a Discovery Approach

Contributor: Nordstrom

Publisher: Jennifer Firkins Nordstrom

License: CC BY-SA

Game theory is an excellent topic for a non-majors quantitative course as it develops mathematical models to understand human behavior in social, political, and economic settings. The variety of applications can appeal to a broad range of students. Additionally, students can learn mathematics through playing games, something many choose to do in their spare time! This text also includes an exploration of the ideas of game theory through the rich context of popular culture. It contains sections on applications of the concepts to popular culture. It suggests films, television shows, and novels with themes from game theory. The questions in each of these sections are intended to serve as essay prompts for writing assignments.

(4 reviews)