*Why is data preparation important to the analysis process and why not being a good steward of the process hinder the analysis?

Q: 2c) What is research hypotesis? -what is primer data and secondary data? -what is the differences…

A: Research is "creative and systematic work undertaken to increase the stock of knowledge.

Q: What is Observational Study?

A: Experimental study: If the researcher influences or controls one of the variables in the study and…

Q: The purpose of dividing the data into training and validation sets is to ensure that the results are…

A: solution

Q: what is the positive and negative impact of raw data?

A: By positive impact of raw data we mean the advantages of using raw data whereas the negatives…

Q: Explain the meaning of the specified term. Population data

A: Population: A ‘population’ is defined as a set or collection of all the individual persons, objects,…

Q: Examine the data elements in contemporary health data terminologies

A: Given information: It is required to state the data elements in contemporary health data…

Q: Which data-collection methods are dominant in quantitative research? Select all that apply.

A: # Quantitative research:Quantitative research is the process of collecting and analyzing numerical…

Q: What does Qualitative data consist of?

A: Qualitative data: Qualitative data is defined as the data that categorize or classify the…

Q: 2. What are the differences between qualitative and quantitative data analysis?

A: Difference between qualitative and quantitative data analysis

Q: 3. How was the data collected?

A: Data collection is an important part because the whole analysis will depend upon the collected data.…

Q: How should we analyze the data?”

A: Once the data is rightly collect there  are several  processes to be  for data Analysis in…

Q: Why is it important to use multiple data points in your research? Select all that apply. To improve…

A: From the given information we find the solution. we use multiple data points because To improve…

Q: What data collection techniques are useful in case studies?

A: Given problem Given that   What data collection techniques are useful in case studies ?

Q: How can the specific characteristics of a population affect the analysis of data?

A: The basic data which is collected for any population before the analysis of data is their…

Q: Briefly explain another way of collecting data other than a questionnaire. Provide an ample of the…

A: Note: Hi there! Thank you for posting the question. As you have posted multiple questions, as per…

Q: what conclusions can we draw and what does that mean for the research question : does chronic…

A: Given information: The frequency statistics for the variables bright weight and gestational period.

Q: How does the purpose of the research study affect the data analysis techniques selected?

A: Introduction - Data analysis - The process of data analysis uses analytics and logical reasoning to…

Q: why do we need to find the measure of relative position of ungrouped data? and what is the position…

A: We know that the no single average is suitable for all practical purpose of data.each one of the…

Q: 1. Identify the three major stages of data analysis. 2. What does a researcher attempt to do when…

A: Data Analysis is the process of systematically applying statistical and logical techniques to…

Q: Why do we want to avoid bias when collecting data?

A: Bias : It is any trend or deviation from the truth in data collection, data analysis, interpretation…

Q: What is triangulations and why is it so important in qualitative research?

A: Triangulation facilitates validation of data through cross verification from more than two sources.…

Q: (b) What is classification of data? Explain the methods of classification.

A: The solution is as follows,

Q: How do you determine which data gathering instrument to use in a research?

A: Data collection is an important step in the research process. The instrument you choose to collect…

Q: 6. Which of the graphical procedures for qualitative data do you prefer? Why?

A: The qualitative data is the data which cannot be expressed in the numbers. For example: gender,…

Q: What is the difference between grouped data and ungrouped data? In which situation should grouped…

A: Ungrouped data is the raw data given as individual data points. Grouped data is the data given in…

Q: what is the use of spss in data analysis and why is it considered important

A: Spss is an application which consists of a set of software programs. The use of spss in data…

Q: What are some of the key aspects to consider when collecting and preparing data for statistical…

A: Data collection: It is the process of collecting information on variable of interest for statistical…

Q: Define qualitative data?

A: Qualitative data: Qualitative data is defined as the data that categorize or classify the…

Q: Does data reduction and balancing the target variable eliminate skewness?

A: In AI, while building an order model with information having undeniably a bigger number of cases of…

Q: What differentiates methods of collecting data in a research?

A: Research data is any information that has been collected, observed, generated or created to validate…

Q: What type of data would you use for collecting data on lap swim time

A: Continuous Data represents measurements and therefore their values can’t be counted but they can be…

Q: What is the difference between multivariate data set and bivariate data?

A: Bivariate data: This type of data involves two different variables. The analysis of this type of…

Q: Distinguish between Research methods and Research methodology.

A: The research method accounts for all those methods, which a researcher employs to conduct a research…

Q: Data literacy

A: Meaning of Data Literacy: Data literacy is the ability to read, work with, analyze and communicate…

Q: how do the four assumptions underlying the GLM impact the data analysis process ?

A: Simple linear regression model: A simple regression equation describes the effect of predictor…

Q: Why is it important to understand statistics when assessing and designing research?

A: STATISTICS: It is the study of the collection of data and analysis it and interpret the data then…

Q: What is the best way to present data and Why?

A:

Q: What are the advantages of using paired data tests?  Explain. Provide another example of using…

A: Paired samples (also called dependent samples or data sets) are ones in which natural or matched…

Q: Why should researchers identify the data analysis method that is appropriate to your study? Explain…

A: Data analysis is the process of visualizing or evaluating a certain data by using certain…

Q: Can you Describe the role of primary data and secondary data in the classification of data with…

A: Primary Data-The data which will be collected for the first time by the research development people…