How to Draw a Peregrine Falcon Step by Step TUTORIAL
Against All Odds: Inside Statistics
This video serial shows students the relevance of statistics in real-world settings.
A video instructional series on statistics for college and high school classrooms and developed learners; 32 6- to 14-minute video modules and coordinated guides.
Picking up where the original Against All Odds left off in the 1980s, the new series maintains the same emphasis on "doing" statistics. Each unit is based on a video module that introduces a statistical topic in real-world context and takes you on location to where people from all walks of life are using statistics in their work. Starting with descriptive statistics, the course continues through probability and inference. Examples range from finding patterns in lightning strikes, to examining possible genetic resistance to deadly Lassa fever in West Africa, to linking DDT to the decline of peregrine falcons. Online interactive tools allow students to practice and apply whey they've learned.
Find: The original xxx-infinitesimal Against All Odds programs are no longer available. We regret the inconvenience.
Course Overview
The new Against All Odds is intended equally a one-year introduction to statistics. Made up of vivid real-world examples, our goal is to present statistics in the context of its contemporary employ. Host Dr. Pardis Sabeti guides viewers through the wide range of statistical applications used by scientists, business owners, and even Shakespeare scholars, in their work and daily lives.
Starting with descriptive statistics, the series continues through probability and inference. Each unit builds on preceding ones to expand students' statistical knowledge and solidify their understanding of how the concepts fit together. Statistical case studies range from finding patterns in lightning strikes, to linking DDT to the reject of peregrine falcons, to analyzing salaries to lobby for comparable pay for men and women. Afterwards watching the videos, viewers can dig deeper on the coordinated materials on the website, which features boosted content coverage, as well as interactive tools to explore and exercises and review questions to work through.
Confronting All Odds takes you inside statistics!
Individual Unit Descriptions
1. What Is Statistics?
Statistics is the art and scientific discipline of gathering, organizing, analyzing and cartoon conclusions from data. And without rudimentary knowledge of how it works, people can't make informed judgments and evaluations of a broad multifariousness of things encountered in daily life.
ii. Stemplots
As a kickoff pace in visualizing data, we use stemplots to understand measurements taken by the U.Due south. Regular army when they size up soldiers in gild to design well-plumbing fixtures gear and supplies for modern warfighters.
3. Histograms
Meteorologists utilise histograms to map when lightning strikes and this visualization technique helps them sympathise the data in new ways.
four. Measures of Center
It's helpful to know the center of a distribution — which is what the clerical workers in Colorado Springs found out in the 1980s when they campaigned for comparable wages for comparable work. Hateful and median are two different means to draw the eye.
v. Boxplots
Using the example of hot dog calorie counts, nosotros use boxplots to visualize the five-number summary and make comparisons betwixt different types of frankfurters.
vi. Standard Difference
How can we compare sales at two franchises in the Wahoo'due south eatery chain? Standard deviation helps us quantify the variability in sales.
7. Normal Curves
A nature preserve that'due south tracked bird migrations through New England for decades records tons of bird-related data; everything from wingspan measurements to arrival dates provides examples of normal distributions.
eight. Normal Calculations
Visit the Boston Beanstalks lodge for tall people. Height is normally distributed and we tin utilize membership cutoffs and population data to calculate z-scores.
9. Checking Supposition of Normality
Production at Pete and Gerry's Organic Eggs provides a number of distributions that look normal — but are they?
10. Scatterplots
Plotting annual numbers of Florida powerboat registrations and manatee killings suggests an uncomfortable human relationship for the marine mammals.
11. Plumbing fixtures Lines to Data
Winter snowpack in the Colorado Rockies can predict spring water supply. Plotting annual measurements in a scatterplot lets resource managers draw a regression line that helps them forecast water availability.
12. Correlation
Twin studies rail how like identical and congenial twins are on various characteristics, even if they don't grow up together. Correlation lets researchers put a number on it.
13. Two-Manner Tables
One metropolis surveyed the happiness of its residents. Ii-way tables help organize the information and tease out relationships between happiness levels and opinions about aspects of the city itself.
14. The Question of Causation
This historical story describes how researchers untangled the relationship betwixt smoking and lung cancer.
15. Designing Experiments
Nosotros movement beyond observational studies — like 1 of marine life in the remote Line Islands — to designing experiments that manipulate diverse subject area groups — as in the instance of a medical study nigh osteoarthritis treatments.
16. Census and Sampling
The U.South. counts every resident every 10 years — or at least tries to. Statisticians use sampling from a population every bit an alternative to a complete count, equally utilized at a potato fleck factory.
17. Sample and Surveys
A visit to the University of New Hampshire Survey Center illustrates how pollsters create accurate surveys. They tin then use details from their sample to make inferences almost a whole population.
18. Introduction to Probability
Probability is the mathematics of chance beliefs — and can assist predict events such every bit the daily conditions, or whether an asteroid will collide with Globe.
19. Probability Models
Casinos are likewise versed in probability as statisticians and probability models assistance them maintain the house advantage over gamblers.
20. Random Variables
The Challenger space shuttle disaster was blamed on faulty O-rings. How can probability calculations on random variables help predict the chances of this kind of failure?
21. Binomial Distributions
Sickle jail cell disease is an instance of binomial distribution in families with ii parents who are carriers for this genetic trait.
22. Sampling Distributions
Heights of third graders in one class. Quality scores for circuit boards at a factory. Taking multiple samples allows united states to visualize the sampling distribution of the sample mean.
23. Command Charts
This quality control method helped Quest Diagnostics streamline and improve their organisation for processing and testing lab samples so they could meet their nightly deadlines.
24. Confidence Intervals
A battery manufacturer tests merely a sample of its product to verify its claims nigh battery life. A margin of mistake and a confidence level assist quantify its accurateness.
25. Tests of Significance
Is a newly-discovered poem really written by William Shakespeare? Using statistical analysis of his known discussion use, researchers fix up null and alternative hypotheses to investigate.
26. Small Sample Inference for Ane Mean
A brewer uses this technique to monitor quality differences in multiple batches of the aforementioned beer.
27. Comparison Two Means
Comparing the activity and calorie expenditure levels of Western office workers and African hunter gatherers adds some surprising new data to the science of obesity.
28. Inference for Proportions
Managers take no clue what weather actually motivate their workers best, every bit shown past research conducted by Teresa Amabile, host of the original Against All Odds.
29. Inference for Ii-Manner Tables
Host Dr. Pardis Sabeti's own research examines possible genetic resistance to deadly Lassa fever in Westward Africa. Using Inference for Ii-Way Tables helps untangle potential relationships.
30. Inference for Regression
Historical story of how statisticians built the case against DDT as the culprit behind plummeting peregrine falcon population numbers.
31. One-Way ANOVA
Does holding a heavier clipboard make you estimate that a jar of coins has more than coin in it than if you lot're property a lighter clipboard? Psychologists use One-Fashion ANOVA to analyze the information from this experiment.
32. Summary
This review of the course through the preceding 31 video modules provides an overview of the practise of statistics and helps students appreciate how statistical methods can assist them better understand their globe.
Virtually the Host
Dr. Pardis Sabeti is a computational geneticist who uses statistics in her own piece of work combing through the evolutionary record constitute in our genes. She's adult algorithms to detect the genetic signatures of adaptation in humans and the microbial organisms that infect usa. 1 role of her current research investigates the evolutionary history of the mortiferous hemorrhagic disease Lassa fever, which is widespread in West Africa. Learning more virtually the genomes of microbes that cause diseases like Lassa, Ebola, and malaria should help in the evolution of treatments and cures.
Statistics is critical to all aspects of Pardis's enquiry – from mining genomes for show of adaptation or association with clinical outcomes, to demonstrating the efficacy of functional experiments. She is thrilled to be office of Against All Odds and hopes to appoint the next generation of scientists in the critical role statistics plays in moving scientific discipline forwards – and the great fun that can be had in its pursuit.
Pardis is currently an Acquaintance Professor at Harvard University and a Senior Associate Member of the Broad Plant of Harvard and MIT. She was built-in in Tehran, Iran and immigrated to the United States at the age of two. After receiving her undergraduate degree from MIT, Pardis connected on to Oxford Academy as a Rhodes Scholar, and completed her medical degree at Harvard Medical School, where she was only the third woman to graduate summa cum laude. She's a stiff supporter of women in science and scientific discipline education in the U.S. and abroad. And somehow Pardis too has time to perform as the lead vocalizer of the rock band Thou Days .
To learn more about Pardis and her piece of work, check out this article or video from Smithsonian Magazine.
Goals and Intended Audience
Statistics is ane of the nigh important and useful subjects taught in school, affecting us in our daily lives and as concerned citizens. If yous await through a college itemize, you lot'll see references to statistics in more than departments than any other course of written report. The goal of Against All Odds is to teach the basic tools and procedures of statistics in the context of applications important in our lives. Y'all'll learn how statistics works – while meeting the people who put statistics to work.
This material tin can exist the basis of an introductory college statistics offer as well as an AP course. Against All Odds is besides an excellent refresher or introduction to statistics for adult learners who are returning to school or anyone who just wants to make sense of the earth effectually us.
Course Components
Each unit is based on a video module that introduces a statistical topic in real-world context. Complementing each video module are a Educatee Guide and Faculty Guide specific to the unit. These become into greater depth on the statistical concepts and contain valuable exercises and review textile.
To get started on a item unit, check out the list of statistical topics and the video stories that illustrate them on the Video Unit page.
How to Apply this Form
Against All Odds is fabricated upward of 32 units. These units are meant to exist worked on in society, with the first beingness a general introduction and the last a summary. As a educatee, y'all should begin your piece of work on a unit by watching the video module all the way through. While you're watching, y'all'll want to have the Student Guide for the unit open up to the section called "The Video" then you can reply the questions nigh what you're viewing. Your side by side step should be working through the rest of the Student Guide. It will provide formal definitions, more details nearly the statistical procedures introduced, some worked examples, and a number of practice exercises with answers. Many of the units also contain activities, some of which make use of online interactive tools to further illustrate the statistical procedures. To rapidly look up important terms introduced in the video modules, plow to the online Glossary.
Grade Credits
Projection Manager
Dr. Sol Garfunkel
Chief Content Advisor & Educatee and Faculty Guides Writer
Dr. Marsha Davis
Executive Producer
Graham Chedd
Host
Dr. Pardis Sabeti
Writer/Producer/Managing director
Maggie Villiger
Associate Producer
Katharine Duffy
Editors
Seth Bender
Brian Truglio
Jared Morris
David Berenson
Bret Upham
Director of Photography
Dan Lyons
Additional Photographic camera
Noah Brookoff
Griffin Nash
Peter Hoving
Ken Fraser
Sound
Timothy Wessel
Dan Casey
Dave Graceffa
John Gage
Jonathan Goldman
Audio Mix
Richard Bock
Animation
Jason Tierney
Title Blitheness
Jeremy Angier
Web & Interactive Developer
Matt Denault / Azility, Inc.
Website Designer
Dana Busch
Production Assistant
Kristopher Cain
Teleprompter
Kelly Cronin
Sue Willard-Kiess
Marlea Regan
Hair/Makeup
Amber Voner
Emily Damron
Based on the original Annenberg/CPB series Confronting All Odds
Executive Producer
Joe Blatt
Annenberg Learner Programme Officeholder
Michele McLeod
Copyright © 2014 Annenberg Learner
Reviews/Endorsements
Reviews
The American Statistician"…we conclude thatConfronting All Odds is an impressive and artistic attempt to use "high-tech" media in the teaching of statistics, and many programs in the series tin can be useful adjuncts to traditional formal education….In addition, they are mostly intellectually challenging and nowadays statistics as part of an informed person's full general knowledge rather than equally numerical drudgery."
Choice
"…even the most "low-tech" professors will be impressed with both the entertaining and expository quality of these videos and will desire to utilise at least some of them in their classrooms…videos that clearly show how statistical processes can be used to answer significant inquires. Enthusiastically recommended for all corporate and college libraries."
Video Rating Guide
"Four Stars."
"Whenever possible, graphics are used to illustrate the mathematics and stories are used to illustrate the purpose and meaning of the statistics….This series is ideally suited for college libraries looking for a comprehensive video study of statistics. Information technology may likewise exist suitable for other libraries involved with adult standing education…"
Video Librarian
"Iii-and-a-half Stars."
"Against All Odds creatively uses visual stories to illustrate the formulas it teaches. And therein lies the difference between this series and a statistics textbook…."
Chance: New Directions for Statistics and Computing
"…if only a minor proportion of the community were to spotter these tapes, the tapes would take a big influence in the overall understanding of what statistics is virtually and what statistics tin practice….Confronting All Odds clearly demonstrates that television and the video medium can be an excellent way to teach about statistics."
Awards
American Pic and Video Festival
1989 Finalist Honor for "Case Study"Columbus International Picture show and Video Festival
1990 Honorable Mention Award for "Random Variables"International Association of Sound Visual Communicators
1990 Honorable Mention "Cindy" in Graphic Effects for "Random Variables"International Film and TV Festival of New York
1990 Finalist Award for "Random Variables"
Kinesthesia Guides
Educatee Guides
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How to Draw a Peregrine Falcon Step by Step TUTORIAL
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