Elementary Statistics is an introduction to data analysis course that makes use of graphical and numerical techniques to study patterns and departures from patterns. The student studies randomness with emphasis on understanding variation, collects information in the face of uncertainty, checks distributional assumptions, tests hypotheses, uses probability as a tool for anticipating what the distribution of data may look like under a set of assumptions, and uses appropriate statistical models to
Fundamentals of Physics, I
This course provides a thorough introduction to the principles and methods of physics for students who have good preparation in physics and mathematics. Emphasis is placed on problem solving and quantitative reasoning. This course covers Newtonian mechanics, special relativity, gravitation, thermodynamics, and waves.
Getting started with SPSS
Handling statistical data is an essential part of psychological research. However, many people find the idea of using statistics, and especially statistical software packages, extremely daunting. This unit takes a step-by-step approach to statistics softw
US History I
Upon completion of this course you will: Demonstrate comprehension of a broad body of historical knowledge; Express ideas clearly in writing; Work with classmates to research an historical issue; Interpret and apply data from original documents; Identify underrepresented historical viewpoints; Write to persuade with evidence; Compare and contrast alternate interpretations of an historical figure, event, or trend; Explain how an historical event connects to or causes a larger trend or theme; Deve
Solar System Lithograph Set for Space Science
This set of posters contains images of the Sun, the nine planets, Earth's moon, the moons of Jupiter, asteroids, and comets. Each poster features a brief description of the image, some statistical facts, and significant dates in the study of these objects.
This lithograph shows mosaic images of Mercury, captured by the Mariner 10 spacecraft. The images are accompanied by a brief description and history, some statistical facts, and a list of significant dates in the exploration of Mercury.
These images of Neptune were captured by the Voyager 2 spacecraft in 1989. The images are accompanied by a brief description and history, some statistical facts, and important dates in the study of Neptune.
This lithograph shows images of Saturn, its rings, and four of its moons. The images were captured by the Voyager 1 and 2 spacecraft. They are accompanied by a brief description and history, some statistical facts, and important dates in the exploration of Saturn.
Nanoelectronics and the Meaning of Resistance
The purpose of this series of lectures is to introduce the "bottom-up" approach to nanoelectronics using concrete examples. No prior knowledge of quantum mechanics or statistical mechanics is assumed; however, familiarity with matrix algebra will be helpful for some topics.
Statistics Online Compute Resources
This site offers software tools, instructional materials and online tutorials about college-level probability and statistics. The SOCR tool has interactive graphs and information about dozens of distribution models, as well as a large collection of statistical techniques for online data analysis, visualization, ...
The Society for Chaos Theory in Psychology and Life Sciences
The Society for Chaos Theory in Psychology & Life Sciences is an international forum bringing together researchers, theoreticians, and practitioners interested in applying dynamical systems theory, far-from-equilibrium thermodynamics, self-organization, neural nets, fractals cellular automata, and related ...
Some of the topics addressed in this book are: Conservation of energy; the transfer of mechanical energy; conservation of momentum; conservation of angular momentum; thermodynamics.
Statistics in Psychosocial Research: Measurement
Presents quantitative approaches to measurement in the psychological and social sciences. Topics include the principles of psychometrics, including reliability and validity; the statistical basis for latent variable analysis, including exploratory and confirmatory factor analysis and latent class analysis; and item response theory. Draws examples from the social sciences, including stress and distress, social class and socioeconomic status, personality; consumer satisfaction, functional impairme
Supercourse: Epidemiology, the Internet, and Global Health
Supercourse is a global, continuously updated repository of lectures on public health and prevention targeting educators across the world. Supercourse has a network of over 32000 scientists in 151 countries who are sharing for free a library of over 2500 lectures. Originally funded three times by NASA, and now by the National Library of Medicine, this "Library of Lectures" has been developed from passionate scientific lectures from across the world. The result is a technology for inexpensive, su
Using Melting Ice to Teach Radiometric Dating
In this activity, introductory geology students are challenged to a Sherlock Holmes-style mystery in which they construct their own decay curves of melting ice to determine time-zero. In the process, the analogies to radiometric dating and some elementary thermodynamics are discussed. This website outlines teaching notes and tips, provides a list of necessary and suggested materials, and has additional information about the source of the activity.
Time Series Analysis of Lehigh Valley Instrumental Climate Records
In this lab, students will learn basic statistical and graph skills by analyzing real data sets of local and regional instrumental climate records for the last 100 years. They will learn how to calculate seasonal means of climate parameters, detect trends or patterns in the records, and make different ...
Advanced Statistical Mechanics
Ensemble theory; noninteracting classical and quantum systems; cluster expansion for interacting systems, many body quantum mechanics, phase transitions, scaling, renormalisation; nonequilibrium thermodynamics; Boltzmann transport equation
Star Library: An Unusual Episode
Dawson (1995) presented a data set giving a population at risk and fatalities for an “unusual episode” (the sinking of the ocean liner Titanic) and discussed the use of the data set in a first statistics course as an elementary exercise in statistical thinking, the goal being to deduce the origin of ...
The Central Limit Theorem
The applets in this section of Statistical Java allow you to see how the Central Limit Theorem works. The main page gives the characteristics of five non-normal distributions (Bernoulli, Poisson, Exponential, U-shaped, and Uniform).
The applets in this section of Statistical Java address Power. Users can perform one or two tailed tests for proportions or means for one or two samples. Set the parameters and drag the mouse across the graph to see how effect size affects power.