An Archive of Regression Analysis Samples

Market Capitalization and Issued Capital of Portfolio StocksThe purpose of this report is to analyze and present the performance of a portfolio of stock consisting of five stocks listed on The London Stock Exchange. Stocks were chosen randomly from different sectors and thus the resulting portfolio is a diversified portfolio with representation from various sectors. The report contains the discussion about the market capitalization, issued cap...

Nature Of Probability DistributionThe descriptive statistics from part 1 along with the frequency distribution and related histogram from part 2 provide a host of information from which the following meaningful conclusions are obtained.. Nature Of Probability Distribution – One of the key conditions to be met for a distribution to be labeled as normal is the absence of any skew, A key reflection of this is a symmetrical bell shaped curv...

Descriptive Statistics for Income ($000s) and Amount Charged ($)The analysis investigates the relation of credit card charges with Income and house hold size of 50 consumers. Table 1 presents the descriptive statistics of the Income ($000s) and amount charged on the credit card ($) of the client. Table 1: Descriptive statistics for Income ($000s) and Amount Charged ($) Descriptive Statistics Income ($1000s) Amount Charged (...

Descriptive StatisticsMean – In accordance with the highlighted table, average real GDP per capital for the year 2000 stood at $ 8,454.97. Also, it is evident that this average or mean value is in excess of the given variable’s median value which may be inferred to the distortion caused on account of outliers on the higher side primarily in the form of developed nations. Median – The median value of the given variable for th...

Restricted Search Algorithm Most Succinct Path issues are unavoidable in the street organize applications, for example, city crisis dealing with and drive managing framework, in where the ideal routines must be found. Some methodologies exploit preprocessing that process comes about before requesting (Sommer, C., 2014). These outcomes are spared in memory and could be utilized straightforwardly when another demand comes up. This venture poi...

Scatter PlotThe key aim of the given report is to frame an appropriate regression model for the variables that have been presented. The total variable count for the given dataset is five and all these variables are in the form of quantitative data allowing the performing of regression analysis. As the data has been provided for each of the past 15 years, hence the sample size is 15.  The primary objective is to develop a multiple regres...

Screen capture of final EDA processANS: Organizational culture is a phenomenon, sharing somefundamental assumptions of internal and external integration acquired through team work, explaining precise ways of perception and relation to new members. This forms an important part of the institutional ethos. It nurtures the synergistic quality and leadership norms, which eventually indicates the stability of the institution. A significant umbrella ...

Chi-Square TestsThe table below shows the chi-square test between management incentive and carbon emission reduction. The Pearson Chi-Square value is 271.192a  with degree of freedom of 280 and p-value 0.636. The Likelihood Ratio has a value of 260.832 with degree of freedom of 280 with p-value 0.434. Linear-by-Linear Association has a value of 0.613 with a degree of freedom of 1 and p-value of 434. Since from the table the p-value is ...

Determining the distribution of furniture orders1. a) Frequency table Classes  Frequency  Relative Frequency  Percentage  Relative Frequency  100 to 150 3 0.06 6 150 to 200 15 0.3 30 200 to 250 14 0.28 28 250 to 300 6 0.12 12 300 to 350 4 0.08 8 350 to 400 3 0.06 6 400 to 450 3 0.06 6  450 to 500 2 0.04 4 Total  50 1 100 ...

Baseline Examination DataAt the baseline examination, data from 3950 people were collected in terms of sex, education level, age, Serum total cholesterol, Systolic blood pressure, Diastolic blood pressure, Current cigarette smoking, Number of cigarettes smoked each day, Body mass index, use of anti-hypertensive medication, Casual serum glucose. Out of 3950, 1725 are male and 2225 are female. 41.1 % people are education level 0-11 years where a...

Problem 1: Exam Scores and P-valuesa) Based on the regression output we have to find out the trend equation and interpret. Now, from the output we get that it is an output of a simple linear regression i.e. there is only one response variable and only one independent variable. Here the response variable is goggle sales(in thousands of dollars) denoted by “y” and the independent variable is time variable denoted by “t”....

Purpose of the studyEducation is the right of everyone. It is now added in the basic needs of human. Most of the things like standard of living, habits, social life, etc are affected by education. But the most affected thing is income. Although there are many instances in the world where this statement is not valid. Most of the richest are not so educated, some of them are school drop outs. But part from these most part of societies successe...

Sales Volume of Rice Brand COne of the major responsibilities of the Agri-Food and Veterinary Authority of India is to supervise and coordinate the production of all the imported agricultural productions of India. Thus, the director of the company is interested to identify and analyse the issues that are related to the economy of rice. Nine major rice brands have been considered for the study. The brands of rice are stored in stores of New Del...

OLS Estimate of Work Conflict and Family Conflictwhere, x, y and ε are n×1 vectors, β0 and β are scalars. To prove :   This has been proved using OLSE which fix a data in such a way where Residual Sum of Squares (RSS) is minimum. RSS= In order to find the value of β0  and  the value of  has to be minimum, for which first order derivation of RSS with respect to β0  and  has to ...

Background of this StudyDiscuss about the Capability of Organization Growth Process. There has been a recent trend in the growth of educational sector with special reference to the online education and online university. The success of any organization depends on the existing relationship depends on the total number of people graduating from the university (De Boer et al. 2014). In addition, the capability of the organization to retai...

PurposeQuestion:a. Provide a descriptive analysis of the two variables (e.g; mean, standard deviation, minimum and maximum) b. Develop a scatter diagram with retention rate as the independent variable. What does the scatter diagram indicate about the relationship between the two variables? c. Develop and estimate a regression equation that can be used to predict the graduation rate (%) given the retention rate (%). d. State the estimated regr...