The fish and game department stocked a lake with fish in the following proportions: 30% catfish, 15% bass, 40% bluegill, and 15% pike. five years later it sampled the lake to see if the distribution of fish had changed. it found that the 500 fish in the sample were distributed as follows.

catfish, bass, bluegill, pike
112, 95, 210, 83
in the 5-year interval, did the distribution of fish change at the 0.05 level?

1. find the value of the chi-square statistic for the sample. (round the expected frequencies to at least three decimal places. round the test statistic to three decimal places.)
2. find or estimate the p- value of sample test statistic?

1)

2)

And we got the same decision reject the null hypothesis at 5% of significance.

Step-by-step explanation:

Previous concepts

The Chi-Square test of independence is used "to determine if there is a significant relationship between two nominal (categorical) variables". And is defined with the following statistic:

Where O rpresent the observed values and E the expected values.  

State the null and alternative hypothesis

Null hypothesis: The distribution  is 30% catfish, 15% bass, 40% bluegill, and 15% pike

Alternative hypothesis: The distribution  is NOT 30% catfish, 15% bass, 40% bluegill, and 15% pike

The observed values are given by the table given:

Catfish =112, BAss = 95, Bluegill=210, Pike=83

Calculate the expected values

In order to calculate the expected values we can use the following formula for each cell of the table

Part 1: Calculate the statistic

Calculate the critical value

First we need to calculate the degrees of freedom given by:

Since the confidence provided is 95% the significance would be and we can find the critical value with the following excel code: "=CHISQ.INV(0.95,3)", and our critical value would be

We can calculate also the p value:

And we got the same decision reject the null hypothesis at 5% of significance.

the correct option is 2.

step-by-step explanation:

according to the given information triangle abc is a right angle triangle with right angle at a. segment ab is 5 and segment ac is 7. point d is on segment bc and angles adb and adc are right angles.

it is given that triangles abd, cad, and cba are similar.

two triangles are similar if their corresponding sides are proportional.

in triangle cba, using pythagoras theorem

                      )

triangle abd and cba are similar,

                            (2)

triangle cad and cba are similar,

                      )

using (1), (2) and (3), we get

hence proved.

therefore option 2 is correct.