We use cookies to create the best experience for you. Keep on browsing if you are OK with that, or find out how to manage cookies.
Nobody downloaded yet

A Comparison of Some Methods of Cluster Analysis with SPSS - Dissertation Example

Comments (0) Cite this document
Introduction to Classification and Clustering Statistical analysis is the process by which those conducting research and analysing data, can determine who or what within a dataset, fit certain patterns and trends…
Download full paperFile format: .doc, available for editing
Polish This Essay91.6% of users find it useful
A Comparison of Some Methods of Cluster Analysis with SPSS
Read TextPreview

Extract of sample
"A Comparison of Some Methods of Cluster Analysis with SPSS"

Download file to see previous pages duction to Classification and Clustering Statistical analysis is the process by which those conducting research and analysing data, can determine who or what within a dataset, fit certain patterns and trends. There is always a dependent or prominent variable which is affected by independent variables under different analytical circumstances and then there is clustering a group of people, for example, who may have similar buying propensities or who respond the same way to a certain dosage in a medical treatment (Norusis 361). As Burns and Burns describe it, cluster analysis classifies ‘a mountain of information into manageable meaningful piles’ (552). Clustering into groups helps in identifying and classifying particular categories into a membership, from which a classification rule is determined. In a simple description of cluster analysis, it is a generic name for mathematical operations which determine what classified objects fit closely in a group (Romesburg 2). Analysis conducted on a batch of rocks as the main group, will show through analysis that some are classified as simple round pebbles, others are quartz, rough diamonds (hopefully) or fool’s gold (typical luck). Characteristics of the rocks then reclassify into smaller clustered groups, depending on the goal of the research (2). Linkage between the variables, the cases and the clusters are a main proponent of cluster analysis (Burns and Burns 1). Classification analysis is used more often in regular research analysis than people realize and there are several ways of approaching classifications, as reviewed in the next section. Information and marketing research has found ways to conduct all types of cluster sampling, for example, in order to learn more about what is happening in their market with consumers, their purchasing habits, and where these are occurring. One popular form of research is through area sampling, where clusters are done by geographic designations such as north, northwest, south, southwest, and so on, or by metropolitan statistical areas (MSAs), such as cities, streets, and regional divisions (Hair, Bush, and Ortinau 352). Whatever the sampling is, cluster sample provides that sampling clustered units are divided into exclusive groupings where each cluster is considered a representative of mutually similar components (Zikmund 708). A more common term used in the marketing research field is segmentation when referring to a population group of customers and this can also be cluster sampled by customers in different cities to find out which cities are alike in consumer purchasing (Churchill and Iacobucci 820). In psychology, clustering is a process of putting together groups of people, based on their responses to variables, rather than grouping those variables, such as found in factor analysis (Field 1). From that point, Euclidean distance determines the geometric distance between two objects, also known as cases. In the cases where there are some negative and some positive differences, the distances are squared, therefore providing a positive distance. This is because a negative distance, squared, becomes a positive. A positive distance, squared, remains a positive distance. At the end of squaring all the distances, then they are all summed up and then the square ...Download file to see next pagesRead More
Cite this document
  • APA
  • MLA
(“A Comparison of Some Methods of Cluster Analysis with SPSS Dissertation”, n.d.)
A Comparison of Some Methods of Cluster Analysis with SPSS Dissertation. Retrieved from https://studentshare.org/statistics/1492997-a-comparison-of-some-methods-of-cluster-analysis
(A Comparison of Some Methods of Cluster Analysis With SPSS Dissertation)
A Comparison of Some Methods of Cluster Analysis With SPSS Dissertation. https://studentshare.org/statistics/1492997-a-comparison-of-some-methods-of-cluster-analysis.
“A Comparison of Some Methods of Cluster Analysis With SPSS Dissertation”, n.d. https://studentshare.org/statistics/1492997-a-comparison-of-some-methods-of-cluster-analysis.
  • Cited: 0 times
Comments (0)
Click to create a comment or rate a document
Customer Relationship Management (CRM) in Tourism-Related Hospitality Establishments in Beijing, China
The intention of this study is Customer Relationship Management, or CRM, that has many perspectives and definitions that illustrate its fundamental thrust, that of trying to present a holistic strategy for managing customer relationships by getting to know the customers and their needs better, communicating with them more effectively and trying to fulfil these needs
76 Pages(19000 words)Dissertation
The learning transfer practices at Camair-Co
The study considered the relationship between the applied strategies for learning transfer and employee performance so as to identify the gap between the expected returns and obtained returns through learning transfer processes and thus recommend strategies to the organisation for betterment. The study also documents a few noteworthy strategies which can be beneficial for the organisation in this regards.
39 Pages(9750 words)Dissertation
Seismic action and methods od analysis
The parameters of seismic action include; type, size and frequency of earthquake affecting a place over a certain time (Pecker, 2007). Seismic analysis refers to investigation of structure response to earthquakes. This helps engineers to properly design buildings especially in areas prone to earthquakes.
10 Pages(2500 words)Dissertation
Research Methods for Managers
Literature Review 7 2.2. Theoretical Framework 10 2.3. Conceptual Framework 12 3.0. Methodology 3.1. Research design 14 3.2. Instrumentation 14 3.3. Reliability and Pilot Testing 15 3.4. Variables Used in the Study 16 3.5. Data Collection Procedure 16 3.6.
16 Pages(4000 words)Dissertation
As a result of this research is regarded as “an art of scientific investigation”. Eminent scholars such as Wetter (2010) defined research as a process of expanding the knowledge without having any targeted application. The author also mentioned that an applied research o the other hand acts as a linkage between business and science.
6 Pages(1500 words)Dissertation
Sustainable redevelopment of contaminated land
Sustainability issues 17 1.2.3. Commercial and economic challenges 17 1.2.4. Social and technology challenges 19 1.2.5. Local municipal bodies 19 1.3. Aims and Objectives 19 1.4. Methodology Proposed 21 2. Methodology 21 2. Methodology 21 2.1. Introduction 21 2.2.
44 Pages(11000 words)Dissertation
The Influence of Macroeconomic Developments on Determination of Commodity Prices
This research work aims to identify the influence of macroeconomic developments of the commodity pricing. Also, to establish the impact of demand side, supply side and the sharp increase in commodity exports of developing countries on prices. The research has been conducted as descriptive and as quantitative survey among 50 participants.
35 Pages(8750 words)Dissertation
Sports Celebrities Endorsements and Consumers' Purchase Intentions
It is sports. According to the theoretical findings of Bush, et al (2004), sports is a form of physical activity which is competitive in nature, which requires organised participation of a number of individuals, or even the synchronized coordination of mind and action of an individual, that uses the physical as well as mental strength and improvises them while resulting in the recreation of the ones who are playing and even for those who forms the spectators of the game.
28 Pages(7000 words)Dissertation
Cluster Analysis
This technique is basically used for segmentation. The respondents can be classified the various clusters on the basis of the importance they give to various facilities provided. The clustering methods are simple procedure and are based on algorithms. It is not based on statistical reasoning.
15 Pages(3750 words)Essay
Efficient Market Hypothesis Of Thai Stock Market
This study needs to address the hypothesis testing whether SET50 and SET100 Indexes follow the random walk or not. Level of the efficiency of Thailand stock exchange market is also determined for a period of four years. It also aims to investigate the impacts of external as well as internal factors on SET50 and SET100 Indexes.
62 Pages(15500 words)Dissertation
Let us find you another Dissertation on topic A Comparison of Some Methods of Cluster Analysis with SPSS for FREE!
Contact us:
Contact Us Now
FREE Mobile Apps:
  • About StudentShare
  • Testimonials
  • FAQ
  • Blog
  • Free Essays
  • New Essays
  • Essays
  • The Newest Essay Topics
  • Index samples by all dates
Join us:
Contact Us