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

Measure of dispersion, What are the uses of measures of dispersion in the f...

What are the uses of measures of dispersion in the field of civil engineering?

Determine the approximate vertical reactions, 1. Use the portal method to d...

1. Use the portal method to determine the approximate vertical reactions. Circles represent pinned connections. 2. A steel 2" x 3" rectangular bar is 9' long (E = 29,000ksi

Experimental design, What is the difference between multiple independent va...

What is the difference between multiple independent variables and multiple levels of independent variables are that multiple independent variables sk question #Minimum 100 words ac

Explain accounting methods, Define various methods in accounting, specifica...

Define various methods in accounting, specifications and procedures.

Discrete event simulation output analysis, 1. Name several entities, attrib...

1. Name several entities, attributes, activities, events, and state variables for the following systems: (a) A cafeteria (b) A grocery store (c) A laundromat (d) A fast

develop simulation model-compute average amount, Bob Smith recently comple...

Bob Smith recently completed his MBA and accepted a job with a computer company. To ensure that his retirement is comfortable, he intends to invest $3,000 of his salary into a tax

Calculate the expected value, Imagine you are faced with the opportunity to...

Imagine you are faced with the opportunity to play two coin flips, in which you get to call heads or tails prior to the flip of a fair, two-sided coin.  (That is, heads and tails h

Circular motion, Explain why large lorries carrying heavy loads may not suc...

Explain why large lorries carrying heavy loads may not succed to go through a curve safely

The correlation coefficient to identify collocations, Would there be a poss...

Would there be a possibility to use the correlation coefficient to identify collocations? Compare with the Chi2 test. • How could we maybe do that?

Regression, Consider a multiple regression model Y=ß0+ß1X1+ß2X2+µ The sampl...

Consider a multiple regression model Y=ß0+ß1X1+ß2X2+µ The sample data yields the following matrices: X’X= { ¦(33&0&0@0&40&0@0&20&60) } Y’X=¦((132&24&92)) ?(y-Y)2 =150 a. what

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