AP STATS Chapter 1 Notes, Study notes of Statistics

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AP STATS Chapter 1 Notes
Friday Sept 11
Exploring Data
Individual- objects described by a set of data (what is on the x-axis)
Variable โ€“ characteristic of the individual
Categorical variable- places individuals in groups โ€“ non numerical
Quantitative variable- numerical values, one can average this data
Distributions- what values the variables take
Bar Graph is a graph that represents categorical data. The bars can be in any order and they do
not touch.
Dot Plot is a graph that uses dots to show each piece of data
Enrollment in Introductory Courses at Union University
Read pages 4-10 and do problems 1-6 and finish getting to know you activity
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AP STATS Chapter 1 Notes

Friday Sept 11

Exploring Data

Individual- objects described by a set of data (what is on the x-axis)

Variable โ€“ characteristic of the individual

Categorical variable- places individuals in groups โ€“ non numerical

Quantitative variable- numerical values, one can average this data

Distributions- what values the variables take

Bar Graph is a graph that represents categorical data. The bars can be in any order and they do not touch.

Dot Plot is a graph that uses dots to show each piece of data

Enrollment in Introductory Courses at Union University

Read pages 4-10 and do problems 1-6 and finish getting to know you activity

Monday Sept 14

Graphs are the first steps in looking at data. It gives a visual of the data. S โ€“ Shape

O- Outliers Data that appears to fall outside of the overall pattern

One way to get equal intervals is to take the range and divide into equal intervals. You choose how many intervals. You should have at least 5.

(One major error on graph, they did not put in a break in data on the x-axis. This needs to be included.)

Show how to use calculator to make a histogram and input data (page 21)

Percentile

The pth percentile of a distribution is the percent of observations that ball below

Relative cumulative frequency graph (ogive)

The graph starts at 0% and ends at 100%.

Look at graphs page 30

Time plots

Time always goes on the x-axis, showing change over time.

Look for patterns and deviations from the pattern

Trend- long term upward or downward movement over time

Seasonal variation- pattern that repeats itself at regular intervals

Homework Read pages 11-27 and work problems 8,9,10,15,16,and 20

Quiz over section 1.1 on Wednesday

0

100 200

300 400

500 600

700 800

900

1 2 3 4 5 6 7 8

Data MA

Wednesday Sept 16

Quiz over section 1.

Homework start when done with quix

Read pages 27-34 problems 23,24,

Thursday Sept 17

Describing distributions with numbers

Measuring center

Median โ€“ Middle of the data

Mean - average (add everything up and divide)

Using calculator, put data in a list and do one variable statistics.

x = (x bar)

x = (^) I ฮฃ means sum of all

Mean is sensitive to the influence of extremes

The mean is pulled in the direction of the extremes.

Mean is NOT a resistant measure

Median- Put all numbers in order smallest to largest

Find the middle number. If between two numbers, then average the two numbers to find the median.

Median is resistant to extremes

A box and whisker plot allows us to see how each 25% of the data is distributive. We are normally concerned with the middle 50%.

Inter quartile range (IQR)

IQR = Q 3 โ€“ Q 1

Test for outliers

1.5(IQR) First find this value

Then Q 1 โ€“ (1.5IQR) โ€“ if any data points are lower than this number, they are outliers

Q 3 + (1.5IQR) โ€“ if any data points are higher than this number, they are outliers

Modified box plot โ€“ same as a box plot, except outliers are noted as points instead of part of the whisker

Show how to use calculator.

Show how to do double box plot

Homework Read pages 37-46 problems 31,34,36,

Friday Sept 18

Measuring spread

Standard deviation

How far observations fall from the mean

Smaller standard deviation, data is clustered close to center

Larger standard deviation, data is more spread out

VARIANCE- S^2 Average of the squares of the distance it is from the mean

NEED TO KNOW

******Standard deviation is *********

Standard deviation

You will never do this by hand. It is done with the calculator using a list of data and one variable statistics!!!

Monday September 21

Changing unit of measurement

Linear transformations

Changing units- original variable x

New variable xnew

Xnew = a + bx

a = constant- moves (shifts) whole graph left or right

b โ€“ multiply by a positive constant changes the size of the measurement (affects โ†•)

Look at problem page 53 โ€“ 54

Put data in calculator page 55

List 1 data list 2 multiply L1 by 110% (1.1)

Find mean and standard deviation for both lists. (use one variable statistics)

List 3 put L1 + 200,000 or L! +.

Find mean and standard deviation

What is the original mean and standard deviation, then L2, then L

What happens, how affected?

Adding a constant to each observation does not change the spread (range or standard deviation)

Linear transformations โ€“ do not change the shape of the distribution

Multiply by b โ€“ mean/median x b, spread and standard deviation or IQR x b

Adding by a โ€“ mean/median add a, spread and standard deviation stays the same

Homework read pages 53-55 do problems 44-

Tuesday September 22

Comparing distributions

Classwork on comparing graphs and matching histograms and box plots

Homework read pages 56-61 problems 48,

Wednesday September 23

Decisions through data

Class work answer al questions and then read pages 64-66 and do problems 60,63,66,

Hand out AP Set for chapter 1