ENGINEERING DATA ANALYSIS

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Grace Balahay

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ENGINEERING DATA ANALYSIS


ENGINEERING DATA ANALYSISOnline version QUIZ NUMBER 01 by Grace Balahay 1 science of learning from data, it encompasses the art of designing studies and experiments to collect relevant data and involves modeling and analyzing data to inform decision making and scientific discovery Written answer 2 clearly define the problem and hypothesis Written answer 3 design experiments and gather relevant information Written answer 4 organize and explore the data Written answer 5 apply statistical methods to interpret the results Written answer 6 systematic and empirical approach used by scientists in the pursuit of knowledge Written answer 7 set of structured principles and procedures to acquire knowledge through observable and measurable evidence Written answer 8 more holistic approach to learning from data, it is designed research that provides information needed to solve a problem Written answer 9 a single entity, usually a person or an object, whose characteristics are of interest Written answer 10 complete collection of units about which information is sought Written answer 11 the set of measurements (or record of some qualitative trait) corresponding to the entire collection of units about which information is sought Written answer 12 just part or subset of a population Written answer 13 material with which statisticians work. They are records of measurements, counts or observations. Written answer 14 A set of observations on a particular character. The characteristic that can take values which vary from individual to individual or group to group. Written answer 15 The characteristic that is the same for every member of the group Written answer 16 Measurements will only be categories. Written answer 17 is a particular type of categorical variable defined by only two categories Written answer 18 Values expressed as numbers and difference between values have numerical meaning Written answer 19 Can take on infinite number of values. You can always find a third value in between any two values Written answer 20 Countable values. Restricted to whole countable numbers Written answer 21 the process of determining the value or label of the variable based on what has been observed. Written answer 22 the process of classifying different objects into categories based upon some defined characteristics Written answer 23 the ordinal level of measurement is used when the data values can be ranked in some order of preferences. Written answer 24 equal unit is established in the characteristic measured, equal differences between any two points are the same regardless of the position on the scale Written answer 25 ratio and proportion of values can be made Written answer 26 A research plan must include the method(s) that will be used for data collection and data analysis. The data collection method(s) must produce accurate, complete and up-to-date data. Written answer 27 documented data from published and unpublished studies, published documents (e.g., journals, yearbook), written reports (e.g., terminal reports, annual reports), unpublished documents (e.g., thesis manuscripts), websites Written answer 28 a method of collecting data on the variables of interests by asking people questions, to gather data on existing conditions, attitudes, or behaviors Written answer 29 when all people in the population are asked Written answer 30 when only a sample selected from the population is asked Written answer 31 a method where there is a direct human intervention on the conditions (treatments) that may affect the values of the variables (response) of interest, suitable method in establishing cause and-effect relationships Written answer 32 data on the phenomenon of interest are collected by recording the observations made about the phenomenon as it actually happens, useful in studying the reaction or behavior of a group of people, animals, or objects Written answer

ENGINEERING DATA ANALYSIS

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ENGINEERING DATA ANALYSISOnline version

by Grace Balahay

science of learning from data, it encompasses the art of designing studies and experiments to collect relevant data and involves modeling and analyzing data to inform decision making and scientific discovery

clearly define the problem and hypothesis

design experiments and gather relevant information

organize and explore the data

apply statistical methods to interpret the results

systematic and empirical approach used by scientists in the pursuit of knowledge

set of structured principles and procedures to acquire knowledge through observable and measurable evidence

more holistic approach to learning from data, it is designed research that provides information needed to solve a problem

a single entity, usually a person or an object, whose characteristics are of interest

complete collection of units about which information is sought

the set of measurements (or record of some qualitative trait) corresponding to the entire collection of units about which information is sought

just part or subset of a population

material with which statisticians work. They are records of measurements, counts or observations.

A set of observations on a particular character. The characteristic that can take values which vary from individual to individual or group to group.

The characteristic that is the same for every member of the group

Measurements will only be categories.

is a particular type of categorical variable defined by only two categories

Values expressed as numbers and difference between values have numerical meaning

Can take on infinite number of values. You can always find a third value in between any two values

Countable values. Restricted to whole countable numbers

the process of determining the value or label of the variable based on what has been observed.

the process of classifying different objects into categories based upon some defined characteristics

the ordinal level of measurement is used when the data values can be ranked in some order of preferences.

equal unit is established in the characteristic measured, equal differences between any two points are the same regardless of the position on the scale

ratio and proportion of values can be made

A research plan must include the method(s) that will be used for data collection and data analysis. The data collection method(s) must produce accurate, complete and up-to-date data.

documented data from published and unpublished studies, published documents (e.g., journals, yearbook), written reports (e.g., terminal reports, annual reports), unpublished documents (e.g., thesis manuscripts), websites

a method of collecting data on the variables of interests by asking people questions, to gather data on existing conditions, attitudes, or behaviors

when all people in the population are asked

when only a sample selected from the population is asked

a method where there is a direct human intervention on the conditions (treatments) that may affect the values of the variables (response) of interest, suitable method in establishing cause and-effect relationships

data on the phenomenon of interest are collected by recording the observations made about the phenomenon as it actually happens, useful in studying the reaction or behavior of a group of people, animals, or objects