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SPSS is a software that enables statistical analysis and finds utility in the field of social sciences where it is used by health researches, market researchers, companies conducting surveys, organizations performing surveys before making strategic decisions, governments, academic researchers and others. The software not only allows the researchers to conduct statistical analysis but it also allows for the management and documentation of data. The software can work with data and projects of varying magnitude and its flexibility makes it possible for researchers with different levels of skill to use it.
The abbreviation SPSS initially stood for Statistical Package for the Social Sciences but later it was altered to Statistical Product and Service Solutions. Some of the basic features of the software is that it can open data files in its own format but it also supports several other file formats, it can edit and compute the data that is provided, and it is capable of performing considerably complex computing operations. The software can also introduce charts and tables as per the requirements, which would display the statistics or frequency counts of variables; it can also store or generate data after interpreting the input and the data can be saved in different file formats.
SPSS, initially released in 1968, was developed by the joint efforts of Norman H. Nie, C. Hadlai Hull, and Dale H. Bent and it was produced by SPSS Inc. until 2009 when IBM took over the ownership of the software. It is presently owned by IBM and in 2015, the newest version of the software was named by the company as IBM SPSS Statistics.
The first version of SPSS [Statistical Package for Social Sciences] was developed by Nei, Bent, and Hull in 1968 and in 1975 was incorporated under SPCC Inc. The initial versions of the software was programmed in Fortran and used punch cards for input of data. It was meant for batch processing on mainframes such as the ones used by ICL or IBM. SPSS is a software that has been constantly upgraded and the users get to access the most updated versions. While the initial versions could only read a single record type of data, from the tenth version (SPSS X) onwards, multiple record types were integrated.
The SPSS 16.0 was the first version that could run on Mac, Linux as well as Windows while all the previous versions were OS specific. The Mac version came with Universal binary which made it compatible with intel-based MAC hardware and PowerPC. The programming language used was Java. In 2009, IBM bought SPSS for $1.2 billion dollars. The latest (2015) version of the software is called IBM SPSS Statistics. Depending on the version, certain differences might be spotted in the organization of the menu, with addition of new options or removal of existing ones. The resolution also varies depending of the OS versions.
The newer versions allow for the use of languages apart from English, with the latest version making it possible for the users to alter the languages as per their preferences. The different versions also offer specific possibilities for customization.
SPSS is a software that can be used by academic researchers working on theoretical projects, students, business organizations analyzing data to understand future trends or to do market research, social researchers who are studying certain demographic, social or economic factors, health researchers who are conducting studies to trace and combine medical data, and so on. Government as well as non-government organizations also use the SPSS software to study certain policies and demarcate future plans based on the statistical data generated. The software is used to perform one or more of the following operations:
HELP WITH TRANSFORMATION & SORTING OF DATA: This function specifically pertains to the transformation of the format of data that is provided as input. The data can be provided in multiple formats: the software sorts through the data, altering the format wherever necessary, and data with same format are grouped together which makes it easy and convenient to perform the ensuing functions. The user can specify their preferred requirement, and the data format can be changed accordingly.
SPSS also continues to function smoothly across various operating systems.
REGRESSION ANALYSIS ASSIGNMENT HELP: Once the data id formatted, sorted, and divided in groups, an analysis can be carried out to infer the relationship between the independent and dependent variables. If an alteration in the value of one variable affects another, the analysis would highlight the same thereby allowing the researchers to draw inference about the correlation between the variables.
ANOVA and MANOVA ASSIGNMENT HELP: The analysis of variance (ANOVA) can be performed to compare various methods of performing a task and to figure out which would be the ideal course of action. It points out the strengths and weaknesses of the methods which are being compared.
Multivariate analysis of variance (MANOVA) can be particularly useful in market research because it can compare random variables which might have values that are not known. A market research might need to study the target population of consumers (which can be quite diverse) and the factors that affect their preferences, and in performing such a study, application of MANOVA could be useful.
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