Something that will (hopefully) make you want to learn about probability & statistics 2 (for reasons greater than “my degree says I have to”) Part I: Fact.

Slides:



Advertisements
Similar presentations
Designing an impact evaluation: Randomization, statistical power, and some more fun…
Advertisements

Authority 2. HW 8: AGAIN HW 8 I wanted to bring up a couple of issues from grading HW 8. Even people who got problem #1 exactly right didn’t think about.
Decision Errors and Power
From Randomness to Probability
BHV 390 Cause and Effect Kimberly Porter Martin, Ph.D.
Section 9.1 ~ Fundamentals of Hypothesis Testing Introduction to Probability and Statistics Ms. Young.
Chapter 10: Hypothesis Testing
LSP 121 Introduction to Correlation. Correlation The news is filled with examples of correlation – If you eat so many helpings of tomatoes… – One alcoholic.
Statistical Tests How to tell if something (or somethings) is different from something else.
Stat 512 Day 9: Confidence Intervals (Ch 5) Open Stat 512 Java Applets page.
Stat 512 – Lecture 13 Chi-Square Analysis (Ch. 8).
Copyright © 2014, 2013, 2010 and 2007 Pearson Education, Inc. Chapter Describing the Relation between Two Variables 4.
Writing a Strong Body Paragraph
GETTING BUTTS INTO THE SEATS. SOCIAL MEDIA FACTS As of tomorrow Facebook will be 10 years old and has an estimated 1.3 BILLION users Facebook StatisticsData.
Josh Enyart. Network 2010 Commitment s 2011 Commitment sChange ABC$2.2 billion$2.4 billion9% CBS $2.5 billion$2.7 billion8% Fox$1.9 billion$2.0 billion5%
Dennis Shasha From a book co-written with Manda Wilson
New York State’s Labor Force Drivers Presented by Kevin Jack, Statewide Labor Market Analyst August 2008.
Section 9.1 Introduction to Statistical Tests 9.1 / 1 Hypothesis testing is used to make decisions concerning the value of a parameter.
Chapter 5 Sampling Distributions
Section 3B Part II Putting Numbers in Perspective Pages
The Question of Causation
60-Minutes worth of Facts about Water: Watch the slide show and write down at least 5 interesting facts (on page 48).
FBI Agent By: Aaliyah H. 5 th Grade Ms. Lattimore’s Class May 22, 2013.
Mind blowing Facts about the Internet Start the slide show from the beginning and then wait for Mr. Assmus’ instructions.
Inferential Statistics 2 Maarten Buis January 11, 2006.
STORIES AND STATISTICS. Prepared by Frank Swain National Coordinator for Science Training for Journalists Royal Statistical Society
There are two types of seat in the room: 35 Consumers 14 Insurers Sit one person to each seat. If you are comfortable doing a lot.
Trends Related to Fertility and Fecundity. Population Trends Changes in fertility have has a profound effect on our world Overpopulation can result in.
Essential Statistics Chapter 131 Introduction to Inference.
Stat 13, Tue 5/15/ Hand in HW5 2. Review list. 3. Assumptions and CLT again. 4. Examples. Hand in Hw5. Midterm 2 is Thur, 5/17. Hw6 is due Thu, 5/24.
Between groups designs (2) – outline 1.Block randomization 2.Natural groups designs 3.Subject loss 4.Some unsatisfactory alternatives to true experiments.
Jenny Clift Gena Omelyaneko Tori Langan. Background The first TV commercial was broadcasted on July 1, 1941 It was on the New York station WNBT The ad.
Population distribution VS Sampling distribution
Welcome to Advanced Functions and Modeling!! Please find your name on a desk and start filling out the student info sheet.
Introduction to Correlation.  Correlation – when a relationship exists between two sets of data  The news is filled with examples of correlation ◦ If.
What’s the topic of our essay?
Introduction to Correlation. Correlation  The news is filled with examples of correlation  Miles flown in an airplane vs …  Driving faster than the.
Hypotheses tests for means
Select 100 random people Our friends in our network, our parent’s network, and friend’s networks Collect data based on people’s statuses Compare Males.
Statistics: Concepts and Controversies What Is a Test of Significance?
 Roughly 70 percent of an adult’s body is made up of water  The total amount of water on the earth is about 326 million.
If I were to count to a million, how long would it take? By Vincent Sapone.
Section 3B Part II Putting Numbers in Perspective Pages
Wealth Gap in America. World Comparison.. The United States is the wealthiest nation in the world, followed by China. The United States is predicted to.
Margarine Consumption Linked to Divorce!
9.2: Sample Proportions. Introduction What proportion of U.S. teens know that 1492 was the year in which Columbus “discovered” America? A Gallop Poll.
What If U.S. Debt Is Increasing Exponentially? According to many sources, the U.S. Debt is growing about one million dollars per minute. But will it continue.
It’s a Ridiculous Life Honing in on the Absurd Aspects of American Culture.
Welcome to MM570 Psychological Statistics
Statistical analysis Why?? (besides making your life difficult …)  Scientists must collect data AND analyze it  Does your data support your hypothesis?
Hypothesis Testing and the T Test. First: Lets Remember Z Scores So: you received a 75 on a test. How did you do? If I said the mean was 72 what do you.
1.5 Cause and Effect. Consider the following Drivers of red cars are twice as likely to be involved in an accident as drivers of blue cars. Does this.
Significance Tests Section Cookie Monster’s Starter Me like Cookies! Do you? You choose a card from my deck. If card is red, I give you coupon.
Copyright © 2013, 2010 and 2007 Pearson Education, Inc. Chapter Describing the Relation between Two Variables 4.
Organizing and Analyzing Data. Types of statistical analysis DESCRIPTIVE STATISTICS: Organizes data measures of central tendency mean, median, mode measures.
Correlation vs. Causation. In a Gallup poll, surveyors asked, “Do you believe correlation implies causation?’” 64% of American’s answered “Yes”. 38% replied.
What’s the topic of our essay?. Discuss the questions below with your partner. How similar or different are your answers? 1) What are your favourite TV.
Phil Gersmehl Michigan Geographic Alliance
Some useful results re Normal r.v
II. Structuring Strong Arguments
Research Methods & Statistics:
Even Muppets can do correlations! AQA Spec 3.2.3
“There are lies, there are damned lies, and there are “
Introduction to Statistics
Chapter Nine Part 1 (Sections 9.1 & 9.2) Hypothesis Testing
Significance Tests: The Basics
The Use and Misuse of Statistics
What are these children doing?
What’s the topic of our essay?
More or Less? More: a greater number less: a fewer number.
Presentation transcript:

Something that will (hopefully) make you want to learn about probability & statistics 2 (for reasons greater than “my degree says I have to”) Part I: Fact Check!

2006 – CBS reports that an appalling number of food poisonings happened in US school cafeterias in How horrid! But...  According to the CDC, there are 76 million food poisonings per year in the US.  Assuming 300 million Americans eating, on average, 3 meals per day, the rate of food poisoning in America is about

2006 – CBS reports that an appalling number of food poisonings happened in US school cafeterias in  According to the US Census Bureau, there were approximately 75,800,000 children in school in Thus, the rate of food poisoning in school cafeterias was...or, about 4000 times less likely than the general population.

 In the first half of 2008, American drivers logged 30 billion fewer miles than in the first half of  As of 2011, there are 550 million people using Facebook. In the time it took you to read that last sentence, they uploaded 5000 photos.  The US uses almost a quarter of a trillion plastic beverage bottles each year.  The US has a national debt of just over 14 trillion dollars (as of 2011). By the time you finish reading this sentence, it will have grown by about $100,000.  100 species on earth become extinct every day.  1 billion people worldwide watched the 2006 World Cup Final. (sources: World Resource Institute, Wade DeBral, TIME, Mark Zuckerberg, FIFA, CNN, Chris Jordan, Congressional Budget Office)  COCC blocks roughly 50,000 Spam s a day.

Part II: Read deeply... and look carefully!

Anything wrong with this graph?

Part III: Correlation does not imply Causation!

Fact: Ice-cream sales are strongly correlated with crime rates. Possible Conclusion: Therefore, higher ice-cream sales cause crime. Alternate Conclusion: High temperatures increase ice- cream sales but also increase crime rates - perhaps by making people irritable or restless, or by increasing the number of people outside at night.

Historically, parents of daughters are more likely to divorce than parents of sons. If you have daughters, should you worry about divorce? What could justify this correlation? Possible Conclusion: In many species, stressed populations produce disproportionate numbers of female offspring (Why? I don’t know). Perhaps the stress came first, followed by the daughters (instead of the daughters first, then the divorce). Apparently, it’s a lot of work to insert testosterone!

Part IV: How Random!

Randomness in 30 darts thrown...spot the fake! Don’t buy it?

Randomness in 200 flips of a coin...spot the fake! Sequence #1 HTHHHHHTTHHHHTTHTTHHTHTHTHHTTTHTHTTHHHHHTHHTHHTHTTHTHHHHHHTTH HTTHHTTTHHTHHTHTHTHTTHHTTHHTTHHTHTTTTTHTHHTTHTTHTHTHTHHHTHHTTTH HTTHHHTTTTHHTHHTTHTTTTHHHHTTTHTHHTTTTTHTTHHHHHTHTTTHHTHTHHTHTHH HTTTHTHHTHTHT Sequence #2 HHTTTHTTHHHTHHHTHHTTHHHTHTTTHTTTHHTTTHHTHTTHHTTHHHTHTTTHHTTHTTT HHTHHHTTTHHHTTHTTHHHTHTTTHHHTTHHTHTHTTTHHTHHHTTTHTHTHHTHTTTHHT HHHTHHHTTHHTTTHHTHTTHHHTTHHTTHHTTTHTHTTTHHHTTHTHHTTHTTHHHTTTHTT HHHTTTHTHTTT Chance of at least a run of 6 in 200 flips  96% Don’t buy it?Don’t buy it?...and what does this have to with my birthday?