Need Help Writing a Paper?

Have Paper Masters custom write your project today!

  • 24/7 Customer Support
  • Free Plagiarism Check
  • Writing at Your Level
  • Writers All Have Advanced Degrees
  • Will Follow Specific Instructions
Need Help Writing a Paper?
Yes! Write My Paper!

Inferential Statistical Procedures

There are a wide variety of statistical tests available to the modern health sciences researcher. These tests allow the researcher to compare the mean of a sample of observations that he or she has collected to the general population to determine if a SIGNIFICANT difference exists between the two. From this difference we INFER that our treatment or manipulation actually changed something, that is why we call these calculations inferential statistical procedures. Significance in inferential statistics does not mean IMPORTANT; it means "unlikely to be due to chance." This is of interest to the researcher if he or she has manipulated the sample in some way, to treat a disease or improve longevity, for example and is comparing the result to what is typical or expected. If the number of days it takes a person to recover after the new treatment is different from the number of days to recover using conventional methods, and that difference is large enough, it will be statistically significant. This result may indeed turn out to be important, but this is a different issue. If the significant difference was the result of bias, then the results are essentially meaningless.

Statistical Inference

STATISTICAL INFERENCE involves using procedures based on samples or bits of information used to make statements about some broader set of circumstances. What is a FACT? It is something we know through the direct evidence of our senses. When we do basically descriptive statistics, we are directly counting and measuring. It is a fact that the mean height of a particular class of sixth grade boys is (let's say) 4'11" and it's a fact that the standard deviation of the heights in that class is 2.5". We can verify this directly.

How does an INFERENCE differ from a fact? In making an inference we are assuming that something is true, we draw a conclusion based on evidence or signs that it has occurred or it is true, not on a direct observation. To differentiate with an example from "real life": I arrive at one of my live, real-time Introductory Psychology classes looking very grim. I am carrying a stack of tests with me. What kinds of conclusion are the students going to draw? Now, can they be absolutely sure about their conclusions? How about an alternative hypothesis? For example, on my way to school I rear-ended someone, ruined my little car and my insurance rates. Or maybe I just had a big fight with the man I am dating. It could be that the tests were very poor, or it could be that I am having a hard time in some other aspect of my life. There is no way to tell until we move from the inferential to the descriptive. And of course, I may not actually tell my students what is going on, if it isn't the test that is bumming me out. So, how can they really know for certain?

Inductive reasoning involves putting our evidence together to support a claim about a phenomenon. Inductive reasoning is evaluated in terms of its strength. One can provide a strong inductive argument and still be wrong (this is not true of what we call deductive reasoning, but that is a story for a different day).

Related Research Paper Topic Suggestions

Action Research - Action research is a form of self-reflective research paper. Custom written action research papers from Paper Masters for Undergraduate or Graduate level students.

Biases Research - Biases in Research essays discuss why it is important for researchers to acknowledge their biases when conducting research.

Collaborative Research - Paper Masters specializes in collaborative research and theory driven research papers. Paper Masters can help with your collaborative research project or find you refrences that are examples of collaborative research in any field of study.

Data Analysis - Data analysis within research discusses the process used for inspecting and modeling data in order to discover useful information.

Data Warehouse - Research papers on data warehouse discuss the repository of data from a host of sources, that deals with the business at hand.

Empirical Analytical Inquiry - Custom written research papers based upon empirical-analytical research studies from Paper Masters.

Empirical Article - Empirical Article research papers examine a type of writing for articles that relies on scientific data derived from observation and/or experimentation.

Evaluation Research - Evaluation research from Paper Masters provides custom written applied research that is based on systematically evaluating a program, action or policy.

Experimental Method - Experimental Method is a type of research methodology that uses either quasi-experimental or true experimental methodology to conduct a study.

Hermeneutic Research - Custom written undergraduate or graduate level hermeneutics research papers that focus on the interpretation of texts, events and recorded interactions.

Historical Comparative Research - Custom written historical comparitive research projects from Paper Masters - Specialists in all forms of research studies at the graduate and undergraduate level.

How To Write a Literature Review - How to write a literature review - according to Paper Masters, the experts in custom research papers and lit reviews.

Literature Review Approach - How to approach writing a literature review using top-down and bottom-up research strategies.

Measurement Construction - Measurement Construction Research Papers look at a sample of an order placed on a data collection instrument with specific variables to measure.

Phenomenology - Custom written phenomenology research papers that describe a type of research known as phenomena. How or why something occurs is important in academic studies.

Qualitative Dissertation - Paper Masters shows you how to write a Qualitative Dissertation. Our writers know how to write graduate and Masters Level research and can provide you with a perfect example of how to write qualitative research for academic credit.

Qualitative Research Methods - Qualitative Research Methods research papers on the research employed in academic disciplines that seek to understand an aspect of human behavior.

Qualitative Research Report - How to analyze qualitive research reports. Tips to defining the problem statement, study purpose, research methods and data collection in a qualitative study.

Qualitative Studies - Qualitative studies such as grounded theory, phenomenology, ethnography, ethnomethodology and descriptive studies are outlined.

Quantitative Research - Quantitative Research examines types of data and statistical research and use quantitative methodology to present the results of a study.

Quantitative Research Design - Quantitative Research Design term papers look at an order on a graduate level project on quantitative statistical analysis.

Regression - Regression predicts future outcomes on past performance. Many types of academic research papers use regression analysis to illustrate data that was collected in a study. Paper Masters provides custom regression analysis in any research project.

Secondary Data Collection - Secondary Data Collection and search strategies can be divided into three criteria: data retrieval methods, data location, and Internet searching.

Statistical Hypothesis Testing - Statistical hypothesis testing in academic research papers and master's theses.

Statistical Testing Error - Learn about statistical testing errors from Paper Masters. Research papers often contain statistical testing errors.

Survey Case Study Research Method - A combination of the survey research method and the case study research method is used to collect data. Sociology term papers are available at Paper Masters.

Theoretical Inquiry Research - Theoretical Inquiry in research papers from Paper Masters match your exact needs because they are custom written by professional writers.

Theoretical Orientation Hypothetical Case - This project consists of a detailed written case summary, formulation, and treatment plan based on theoretical orientation for a hypothetical patient.

What is Correlation - Correlation in an academic study is examined in light of statistical analysis.

Paper Masters

  • Custom Written Papers
  • 100% Plagiarism Free
  • 24/7 Customer Service
  • Guaranteed Confidentiality
  • Text us for a Quote Today!

This is a Research Paper topic on
Inferential Statistical Procedures

Analysis of inferential statistical procedures in academic research papers and studies. Capstone projects, Theses and doctoral projects often include inferential statistical procedures.

Choosing a Topic:

Can't decide on a topic? Need ideas or inspiration for research in your field of study? Paper Masters provides topic suggestions to make your decision easier.

Paper Masters Site Search