Descriptive Statistics for Data Science

Descripción

A Basic quiz on Descriptive Statistics for Data Science.
Vishakha Achmare
Test por Vishakha Achmare, actualizado hace más de 1 año
Vishakha Achmare
Creado por Vishakha Achmare hace más de 3 años
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Resumen del Recurso

Pregunta 1

Pregunta
In Descriptive statistics, you are describing, presenting, summarizing, and organizing your data, either through ______________.
Respuesta
  • Numerical Calculations
  • Graphs
  • Tables
  • All of them

Pregunta 2

Pregunta
Which of the following is a Measure of Central Tendency?
Respuesta
  • Mean
  • Median
  • Mode
  • All of them

Pregunta 3

Pregunta
Which of the following is less affected by outliers?
Respuesta
  • Mean
  • Median
  • Mode
  • None of them

Pregunta 4

Pregunta
Which of the following is not affected by outliers?
Respuesta
  • Mean
  • Median
  • Mode
  • None of them

Pregunta 5

Pregunta
Which of the following is a Measure of Variability?
Respuesta
  • Range & Interquartile range
  • Variance
  • Standard Deviation
  • All of them

Pregunta 6

Pregunta
The bigger the range of data the more ________it is?
Respuesta
  • Distributed
  • Undistributed
  • Left Skewed
  • RIght Skewed

Pregunta 7

Pregunta
Interquartile range (IQR) is the difference between _______.
Respuesta
  • Q1 - Q3
  • Q2 - Q3
  • Q3 - Q1
  • None of them

Pregunta 8

Pregunta
Range Measures_____________of the datapoint?
Respuesta
  • Beginning
  • End
  • Beginning and End
  • IQR

Pregunta 9

Pregunta
The interquartile range (IQR) is a Measure of data where___________.
Respuesta
  • Fewer values lie
  • The majority of values lie

Pregunta 10

Pregunta
Variance is the Average of______________from the mean.
Respuesta
  • Squared deviation
  • Square root of deviation

Pregunta 11

Pregunta
Standard deviation is _____________.
Respuesta
  • Square root of Variance
  • Square of Variance

Pregunta 12

Pregunta
When you have a low Standard deviation, your data points tend to be _________ the mean.
Respuesta
  • Far from
  • Close to

Pregunta 13

Pregunta
When you have a high standard deviation, your data points tend to be ________ the mean.
Respuesta
  • Far from
  • Close to

Pregunta 14

Pregunta
Normal Distribution is _____________.
Respuesta
  • Bell shaped
  • Left Skewed
  • RIght Skewed
  • None

Pregunta 15

Pregunta
Z-Score is used to check how many standard deviations away from the mean, a _________________lies.
Respuesta
  • Distribution of entire data
  • Specific data point in a data

Pregunta 16

Pregunta
Which of the following are the Terminologies of Probability?
Respuesta
  • Event, Outcome
  • Experiment, Probability
  • All of them
  • None of them

Pregunta 17

Pregunta
Bernoulli Trials have _________ outcomes.
Respuesta
  • Exactly one
  • Exactly two
  • Exactly three
  • Exactly four

Pregunta 18

Pregunta
The Binomial distribution is the Probability distribution of the number of successes in _________Bernoulli trials.
Respuesta
  • one
  • two
  • three
  • n

Pregunta 19

Pregunta
Probability Density Function is the Probability distribution of a ____________ random variable.
Respuesta
  • Continuous random variable
  • Discrete random variable

Pregunta 20

Pregunta
The area under a probability density function gives the probability for the __________ variable to be in that range.
Respuesta
  • Continuous random
  • Discrete random

Pregunta 21

Pregunta
Taking __________ samples of equal size from the data, the sample means are approximately normally distributed.
Respuesta
  • Random
  • Cluster
  • Stratified
  • Systematic

Pregunta 22

Pregunta
In a normal distribution the ________________.
Respuesta
  • Mean > Median > Mode
  • Mean = Median < Mode
  • Mean = Median = Mode
  • Mean < Median < Mode

Pregunta 23

Pregunta
Normal distribution with a mean _____ and a standard deviation of ____ is called a Standard Normal Distribution.
Respuesta
  • 1,0
  • 0,1
  • 0,0
  • None of them

Pregunta 24

Pregunta
Central Limit Theorem states that: If we take means of random samples from a distribution and we plot the means, the graph approaches to a ___________distribution when we have taken a sufficiently large number of such samples.
Respuesta
  • Left Skewed
  • Right Skewed
  • Normal
  • None of them

Pregunta 25

Pregunta
The Central Limit Theorem also states that the mean of __________ means is approximately equal to the mean of __________means.
Respuesta
  • Population, Sample
  • Population
  • Sample
  • None

Pregunta 26

Pregunta
A positive Z score indicates that the observed value is Z standard deviations __________ mean. A negative Z score indicates the observed value is Z standard deviations ____________ mean.
Respuesta
  • Below, Above
  • Below
  • Above, Below
  • Above

Pregunta 27

Pregunta
______% of data lies within 1 standard deviation of the mean ______% of data lies within 2 standard deviations of the mean ______% of data lies within 3 standard deviations of the mean
Respuesta
  • 68.27% 99.73% 95.45%
  • 68.27% 95.45% 99.73%
  • 99.73% 95.45% 68.27%
  • 68.27% 95.45% 99.73%
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