Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland...

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Meet the Kiwis…

Transcript of Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland...

Page 1: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Meet the Kiwis…

Page 2: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Population of kiwis…

Species

Weight (kg) Height (cm)

Region/gender

Page 3: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Codes…

Species Region• GS-Great Spotted, • NIBr-NorthIsland

Brown, • Tok-Southern Tokoeka

• NWN-North West Nelson, • CW-Central Westland, • EC-Eastern Canterbury• StI-Stewart Island, • NF-North Fiordland, • SF-South Fiordland• N-Northland, • E-East North Island, • W-West North Island

Page 4: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 1

Take a handful of data cards and sort them

Write some “I notice…” statements

Look at what other people have done

Page 5: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Problem

I wonder what the median weight of New Zealand kiwis is?

Page 6: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

I wonder what the median weight of New Zealand kiwis is?

What do you think the typical weight will be?

Why? Sketch the shape of the distribution

of weights of New Zealand kiwis.

Page 7: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Plan

What variable are we going to use to answer our question?

How are we going to gather our data? Everyone? Sample?

Simple random sample of 15 kiwis please.

Page 8: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Data

SRS of 15 kiwis Make sure you don’t sample the

same kiwi more than once

Page 9: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Analysis

Plot dot plot on axes Add box plot above Note the 5 point summary

{Minimum, lower quartile, median, upper quartile, maximum}

Page 10: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Analysis

Repeat three more times to complete 4 sets of 15 samples

Write (at least) three “I notice…” statements about your samples Look at shape and spread – what do you notice? Similarities? Differences? – between your sets of

samples… Make sure your statements include context

Would I be able to tell that you were looking at the weight of Kiwis?

Page 11: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Conclusion

Use sample median to provide a point estimate of the population parameter

From my sample data I estimate that the median weight for all New Zealand kiwis is….

Page 12: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Conclusion

But they’re all different!

Who is right?

From my sample data I estimate that the median weight for all Stage 1 statistics students is….

Page 13: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 1

Activity recaps…

•Language needed (eg population, sample, variables, etc)

•PPDAC cycle

•Question types

•Posing good investigative questions

•Sampling issues

•dot plot box plot

•Describing distributions HANDOUT

Kiwi data cards

Kiwi Kapers 1 lessons

Page 14: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 1

What do you think the population distribution will look like?

*most values are between ___ & ___

* the largest value is about ___

* the smallest value is about ___

* the middle is around ___

HANDOUT

Kiwi data cards

Kiwi Kapers 1 lessons

Page 15: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 1

Page 16: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - summaryBox plot with memory…

n = 30

Sketch what you think the box plots with memory would look like for

n = 10n = 100n = 1000

..\..\Pip\Animations_WILD\boxes_1samp_mem_30.pdf

Page 17: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - summary

Box plot with memory…

Page 18: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

We want to plant a reflex…

Page 19: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 10

Page 20: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 10

Page 21: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 30

Page 22: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 30

Page 23: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 100

Page 24: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 100

Page 25: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 300

Page 26: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 300

Page 27: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 1000

Page 28: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Movies – one sample - comparisonBox plots with memory…

Could you make a call back in the population?

n = 1000

Page 29: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Sample size vs making the call…

If the samples are larger, the difference between the two groups doesn’t have to be as big to make the call that there is a difference between them BACK IN THE POPULATION

HANDOUT

Guidelines for “How to make the call”

L6 Guide – incorporates aspects of both spread and sample size

Page 30: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

We want to plant a reflex…

Page 31: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 2Explores what sample size we want to take to be reasonably sure that the inference(s) we make are representative of the population.

I wonder what are typical weights of kiwis?

What is a sensible and reliable sample size to use for making inference about a population HANDOUT

Kiwi Kapers 2 lessons

Kiwi Kapers 2 Fathom lessons

Page 32: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Go play on Fathom…

… head down to the computer lab with your Kiwi Kapers 2 student fathom document…

Page 33: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

TASK 1 – reflection

What appears to be the effect of increasing the sample size on:

(i) the median from sample to sample?

(ii) the IQR from sample to sample?

(iii) the range from sample to sample?

Page 34: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

TASK 2 – reflection

What is a sensible and reliable sample size to use to make inferences about a population?

Samples of 30 or 50 are okSamples of 15 are too variableSamples of 100, while even better, are not so much better that we need to spend the extra time and energy (and $) collecting 100 kiwis when 30 or 50 will do

We want the smallest sample that should give us a reliable estimate of the population

Page 35: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 3

Develops students’ understanding of the L7 guide & informal interval estimates

Under deve

lopment

Page 36: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 3Under development

Kiwi population

weight

1.5 2.0 2.5 3.0 3.5 4.0 4.5

Kiw ipop Dot Plot

1.5 2.0 2.5 3.0 3.5 4.0 4.5

weight

Kiw ipop Box Plot

Page 37: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 3Under development

Sample medians

n = 30

sample_median

1.5 2.0 2.5 3.0 3.5 4.0 4.5

Measures from Sample of Kiw ipop (n=30) Dot Plot

sample_median

1.5 2.0 2.5 3.0 3.5 4.0 4.5

Measures from Sample of Kiw ipop (n=30) Box Plot

Page 38: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 3Under development

Sample medians

n = 400

sample_median

1.5 2.0 2.5 3.0 3.5 4.0 4.5

Measures from Sample of Kiw ipop (n=400) Dot Plot

1.5 2.0 2.5 3.0 3.5 4.0 4.5

sample_median

Measures from Sample of Kiw ipop (n=400) Box Plot

Page 39: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Kiwi Kapers 3Under development

Together

population

n=30

n=400

… ideas of how to put an interval estimate around our point estimate

… is one IQR enough?

… impact of sample size?

2.2 2.3 2.4 2.5 2.6 2.7 2.8 2.9 3.0

Page 40: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Lead into L7 guideline for informal interval estimate

They cover the true population median approximately 9 out of 10 samples taken (shown with simulations)

Page 41: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Lead into L7 guideline for informal interval estimate

Making the call at L7

Page 42: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

Unit plan still under development…

Page 43: Meet the Kiwis…. Population of kiwis… Codes… Species Region GS-Great Spotted, NIBr-NorthIsland Brown, Tok-Southern Tokoeka NWN-North West Nelson, CW-Central.

And heading towards the assessment…