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Bio: Chapter 1

Biostats I - Basic Concepts

QuestionAnswer
The raw material of statistics is _____, which we can define as numbers. Data
In statistics, there are two kinds of numbers: those resulting from _______ and those resulting from ________ measurement and counting
involves obtaining a numerical value through some form of measurement activity Measurement
___________ measurements are from the process of counting. Counting
a data investigation technology Statistics
The two main aspects of statistics: - Collection, organization, summarization, and analysis of data. - Drawing inferences about data when only part if it is observed.
Data are numbers that contain information and the purpose of statistics is to ________ and _____ the nature and meaning of this information. - Investigate - Evaluate
Date serving as raw material for investigation are called: Data Source
Data sources are typically available from the following: - Routinely Kept Records - Surveys - Experiments - Existing Data Source
Data kept by organizations to maintain records of their day-to-day transactions: Routinely Kept Records
When information is not available in routinely kept records, a logical alternative source may be: Surveys
Often, the data needed to answer a question is only available through an: Experiment
Because the answer to a question may already exist, we should explore: Existing Date Sources
When data analyzed is derived from biological sciences and medicine, we use __________ to distinguish this application of statistical tools and concepts. Biostatistics
A characteristic that takes on different values in different persons, places, or things is a: Variable
A ____________ variable is one that can be measured in the usual sense. Quantitative
An example of a quantitative variable is: - Height of adult males - Weight of preschool children
___________ variables are the characteristics that cannot be measured (height, weight, age) but ONLY categorized. Qualitative variables
List a few examples of qualitative variables: - Medical Diagnoses - Ethnic Group - Designations
A _________ variable is on that determines an individual's height, weight, or age. Respective Variable
If the values of a respective variable arise or can't be predicted, the variable is termed a: Random Variable
Give an example of a random variable. A baby's adult height at birth. Since it is influenced by genetic and environmental factors and cant be predicted.
A random variable that can take a distinct value within a given range: Discrete Random Variable
Give a few examples of a discrete random variable: - Number of patients admitted to a hospital on a given day - Number of cars in a parking lot at noon - Number of doctors visits a person makes in a year
A type of random variable that can take on any value within a given range Continuous Random Variable
Give a few examples of a continuous random variable - The height of a person - Cholesterol levels - BMI - Time to recover from an illness
The complete set of items or individuals that you are interested in studying: Population
A smaller group taken from the larger population that you want to study: Sample
Assigning numbers to objects or events based on a set of rules: Measurements
A type of measurement scale used to categorized data without ranking or order. It is simply names or labels (red, cat, dog, bird) Nominal Scale
A type of measurement scale that not only categorizes date but also ranks them in a specific order. (EX: A survey; 'From 1-5, 1 being very dissatisfied...') Ordinal Scale
The process of drawing conclusions about a population based on information gathered from a sample taken from that population: Statistical Inference
A sample of size n drawn from a population of size N such that every possible sample of size n has an equal chance of being selected. Simple Random Sample
A method of selecting a sample of size n from a population by choosing a starting point at random and then selecting every n-th element in the population Systemic Sampling
A method of sampling that involves dividing a population into distinct subgroups, or strata, that share similar characteristics. Then, a random sample is drawn from each stratum. Stratified Sampling
Created by: BCG
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