Catégories : Tous - data - correlation - bias - surveys

par Shahlaal Gill Il y a 3 années

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Two-Variable Statistics

Surveys are an essential tool for gathering data, and they can be designed using various types of questions such as dichotomous, multiple choice, rating scale, completion, and open-ended formats.

Two-Variable Statistics

Two-Variable Statistics

Analysis and Conclusions

Errors in analysis can occur for a variety of reasons, such as:
Too little data Using linear regression for a non-linear relationship Using linear regression when the correlation is weak Reversing the cause and effect relationship Not considering the effects of outliers
linear regression is when calculations are used to determine the equation of the line of best fit for a set of data.

The Line of Best Fit- part 1

Collect and Organize Data

Primary and Secondary data
Primary data are original data that a researcher gathers for a particular experiment or survey. Secondary data are existing data that were gathered for some other purpose.

Effective Surveys

Subtopic
Principles of proper surveying
Ethics in surveys Design for honest responses Eliminate bias
Types of questions can be used in a survey
Dichotomous(two part classification) Multiple choice(limited number of predefined answes) Rating scale(values on a scale) Completion(fill in the blank or answer with a single response) Open-Ended(respondent can answer freely)
Ten tips for effective questionnaire
State the purpose of the survey Provide instructions for answering the survey keep the questions short and clear Ask questions that are easily answered Ensure your questions are not biased If providing a list of possible answers, cover the entire range of answers but keep the list short Make sure your questionnaire flows Use plain english Avoid asking for personal information unless it is important to the study Test the survey
Bias-is an intentional or unintentional distortion of the data collected in a survey Response bias-occurs if respondents answer question in a way they think the questioner wants them to answer, rather than according to their true beliefs.

One and Two-Variable Data Sets

Two-variable data sets, you know two attribute about each subject.
One-variable data sets, you know one attribute about each subject.