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...

ETL in Credit Card Fraud DetectionETL mainly denotes extracting, transforming  and loading data from various data sources into a  single data source that is loaded into a data warehouse and other target systems.  Prior of data analysis , the main function of extraction is to extract data sources from various websites and  other online sources to conduct data analysis (Alshurideh et al 2020). After data extraction, data is f...

Background InformationBusiness entrants in to the market usually have a big challenge to surmount. The case usually becomes even more difficult when the enterprise is getting into an industry already filled with the same business. It is there very prudent for any particular business enterprise getting into the market to have well laid down strategies to ensure they have their right foot forward so as to remain afloat in the market. Furphy is ...

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 (...

Data Set and AnalysisMost companies trade shares on the stock market. Many old firms issue new shares in addition to those shares which trade on the stock market. These new shares are referred to as the seasoned equity offerings (SEO). We have some firms which have never traded in the shares on the stock market before and may be interested in trading on the shares. The shares they issue to go to the public for sales are referred to as the init...

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...

AnalysisA survey was conducted on students of Coventry University in 2017 inquiring about certain details about their accommodation, habits and scores during their term. The survey data provides raw information to facilitate is insight building regarding student demographics and habits and assists in studying relationships between student habits and outcomes. Numerical summary, graphical representation and descriptive statistics alone can wor...

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...

Overview of Apple Inc.Apple Inc. is a marketing unit of an American multinational headquartered in Cupertino, California, which develops, develops and sells consumer electronics, software, and online services. Apple is founded in April 1976 by Steve Jobs, Steve Wozniak, and Ronald Wayne to develop and sell the Apple Wozniak computer I. It is recorded in January 1977 under the name Apple Computer, Inc., and the sales of its computers, including...

STROBE Checklist ReviewThis paper seeks to critically analyze a research study on transport activities connected with youths in New Zealand (Ward, McGee, Freeman, Gendall, & Cameron, 2018). Review against Items 10, 12-17 of the STROBE Checklist In order to achieve the desired sample size, secondary schools were targeted in order to access respondents with the age of interest in this case. 775 respondents participated in the study. Data ...

LimitationsThe purpose of the present study is to analyse the health of East Asia and Pacific region with reference to the period of 2001 to 2015. The data has been collected for World Bank. The analysis of the data has implications for governments and planners. Improvements in the health of the region can be initiated through the present study.  Limitations The information provided for the present investigation pertains to the region o...

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 ...

Descriptive Statistics1. Variable |       Obs        Mean    Std. Dev.       Min        Max -------------+-------------------------------------------------------- net_promot~e |      1945    8.567095    1.970395      &n...

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”....

Performance Metrics for PID Tuning Methods The following table gives the absolute, relative and cumulative relative frequencies of number of passengers travelling at each train station in Melbourne during the peak time, 7am to 9:29 am. The data has been divided into 10 intervals. Class Interval Mid-point of Interval Count Relative Frequency Cumulative Relative Frequency 248-547 365.72 18 ...

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 ...

Theoretical Background on Cognitive Performance and ExerciseDiscuss about the Exercise and Cognitive Performance in a Letter Detection Task.  There is varied research related to the effects of exercise on cognitive performance. The underlying principle of these studies is that physiological changes that place in the human body during exercise influence an individual’s cognitive functioning (Chang, Chi, Ethier, Wang, C...

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...