Regression analysis, Basic Statistics

Assignment Help:

Data was gathered on a group of ninth grade students. Some students have been diagnosed with a learning disability.  All students were measured on conduct, attention, hyperactivity, CPT, and FCAT math & verbal

1.  Using "gender" as your independent variable and "conduct" as your dependent variable:

a.  State the null hypotheses two-tailed.

b.  State the alternative hypotheses two-tailed.

c.  Test your hypothesis using the Independent Samples T Test procedure. (copy and paste group statistics).

d. Are the variances assumed to be equal?

e.  Write a conclusion detailing the results (in APA style).

2  The researchers would like to take the sample of 48 students and recode them into two different groups based on their hyperactivity index scores. (HYPINDX).

  1. Recode the "HYPINDX" variable into a different variable "HYPGROUP" so that children with a HYPINDX score greater than or equal to 60 are designated as "1" which will be labeled "HYPER".
  2. Recode also so that children with a HYPINDX score less than or equal to 59 are designated as "2" which will be labeled "NON_HYPER".

(a)  Create a pie chart for your new variable. Make sure the groups are properly labeled.       

3.  Using your new variable "HYPGROUP" as an independent variable and "CPT" as your dependent variable perform the following analysis. (CPT is a computerized measure of continuous performance during a Go/No-go task.

a. State the null hypotheses two-tailed.

b. State the alternative hypotheses two-tailed.

c. Test your hypotheses using the Independent samples T Test procedure. (copy and paste group statistics).

d. Can equal variances be assumed?

e. Write a conclusion detailing the results (in APA style).

4. Compute an average FCAT score which is the mean of FCATV (verbal) and FCATM (math) into a new variable called "FCATAVG". Copy and paste a histogram with normalized curve.

5. Perform a regression analysis. The question is which variable "CPTscore, conduct, or inattentiveness" best predicts the average FCAT score which you computed in question # 4?

6. If conduct was measured again at the end of the semester, and you wanted to compare the two scores, what type of statistical test would you use? 


Related Discussions:- Regression analysis

Calculate npv and irr of the project, PolyCorp is considering an investment...

PolyCorp is considering an investment in new plant of $3 million.  The project will be financed with a loan of $2,000,000 which will be repaid over the next five years in equal ann

Estimate the variables-statistically significant, The dataset also contains...

The dataset also contains a variable y , which is the dependent variable of interest, as well as x1 , x2 , x3 , x4 , x5 , and x6 , all explanatory variables that are potentially

Website needed, Where can I find statistics on how goal setting can help el...

Where can I find statistics on how goal setting can help elementary students?

Hypotheses testing, Celia is a nurse in a geriatric ward.  She noticed that...

Celia is a nurse in a geriatric ward.  She noticed that older persons in her care are having problems sleeping at night.  She decided to introduce non-pharmocologic ways of relaxat

Statistics, Question 1 A courier company conducted a brainstorming sessio...

Question 1 A courier company conducted a brainstorming session amongst drivers to ascertain the reasons why it was unable to deliver items to households, always right first time.

#title. .decision tree, Assume that you have a client that is a paper manuf...

Assume that you have a client that is a paper manufacturer and they have expressed concern that the government will pass a new regulation banning the use of chlorine-based technolo

Appropriate relationship of varibles, How to write it with business implica...

How to write it with business implication of the analysis?

Normal Random Variable, I need help with the following: Find the ...

I need help with the following: Find the following probabilities for the normal random variable Z: 1) P(Z>1.76) 2) P(Z 3) P(0.59=Z=2.41)

Index number, Characteristics of index number

Characteristics of index number

Sampling, Advantages of sampling over population

Advantages of sampling over population

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd