Posted: June 15th, 2022

STAT2000_Laureate_Report-Structure Assignment 2016

STAT2000_Laureate_Report-Construction.Docx 1Structure of a quantitative analysis paperWe usually discover the next construction in quantitative analysis papers.Non-numbered: Abstract1. Introduction2. Literature overview and hypotheses development3. Methodology4. Results5. Findings and Assessment (or dialogue)6. ConclusionsAbstractAn summary is a brief abstract (e.g., 150 phrases) of a analysis article. 1. IntroductionThis part discusses the background and motivation of the research. While the first motivation for tutorial analysis comes from the hole within the literature, the necessity for the research ought to be made clear. Until there are some perceived advantages and sensible (or coverage) implications, there isn’t a must do a analysis. As soon as the significance of the analysis subject is defined and the hole within the literature is recognized, the analysis Question Assignment (s) are raised on this part. There is perhaps variation to writing the analysis questions. Some analysis mentions the analysis goals (or goals) as a substitute of formulating the analysis questions. Each approaches are quite common and accepted.2. Literature overview and hypotheses developmentThe literature overview and hypotheses growth part formulates the testable hypotheses to reply the analysis questions launched in Part 1. Hypotheses are developed ex-ante (earlier than the information assortment) and so it’s usually suggested that these ought to be based mostly on the idea or intuitive reasoning reasonably than grounded on different empirical proof. It is usually advised to have directional (e.g., positively or negatively associated) hypotheses reasonably than non-directional (e.g., associated). Non-directional hypotheses are thought-about exploratory, for instance the place concept can’t present an unambiguous expectation, and so it’s higher to place effort into creating an ex-ante prediction.three. MethodologyWe want to clarify the best way the hypotheses shall be examined. This part covers the information, mannequin and estimation process. STAT2000_Laureate_Report-Construction.Docx 23.1. DataSampling and knowledge sources are lined underneath knowledge.three.2. Mannequin and estimation proceduresA a number of regression mannequin could seem as follows:Dependent variable = Intercept + Coefficient (s) × Unbiased variable (s) + Coefficient (s) × Management variable (s) + Error termYi = ?zero + ?i Xi + ?i Zi + ?The complete type mannequin expression (spelling out every variable) will depend on the information construction. For instance, if two variables on the fitting hand facet of the equation are extremely correlated, we could embrace solely one among these two variables. Because of this, descriptive statistics are supplied within the knowledge part. The estimation process will depend on a variety of components together with the sorts of variables. For instance, if the dependent variable is steady (i.e., can tackle any worth inside a restrict), an unusual least sq. regression (OLS) estimation is perhaps appropriate. If the dependent variable is dichotomous (i.e., takes on a worth of both 1 or zero), a logistic regression (logit) estimation is perhaps acceptable.four. ResultsThis part presents the outcomes of the estimation. Typically, the regression outputs are reported on this part. The regression Assessment feedback on the mannequin match, explanatory energy and statistically important variables. It additionally presents further analyses for robustness.5. Findings and analysisFindings of the research are mentioned on this part. The dialogue entails deciphering the statistical output. Extra particularly, the discussions ought to be for a common viewers in addition to consultants within the discipline. So a non-technical rationalization is at all times helpful for a wider viewers. The findings are additionally evaluated by evaluating with comparable earlier research to place this research within the literature. Financial interpretations (if this may be achieved) additionally enhance the standard of the analysis. For instance, a rise of $1,000 in cost for attending assembly reduces the assembly non-attendance downside of administrators.STAT2000_Laureate_Report-Construction.Docx 36. ConclusionsThis part sums up the research. For a reader who is simply too busy to learn the entire paper, this part ought to present a abstract of the entire paper. It ought to contact base on the analysis questions, the hypotheses, the check outcomes, main findings, sensible and coverage implications, and the contribution of the research.Jyotirmoy PodderDisclaimer: The views expressed are mine. The target of analysis is to reinforce our information with breadth and depth and so doesn’t have a ‘one dimension matches all’ strategy. Chances are you’ll discover variations of the construction (framework), however the primary protection of a analysis paper principally contains what’s mentioned in part 1 by way of part.

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