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  Stats with Python Questions  
     
Which of the following function of patsy module, is used to generate design matrices? View:-34
Question Posted on 01 Dec 2022

Question Posted In : Python Programming | Stats with Python

Which of the following libraries is used for generating design matrices automatically? View:-34
Question Posted on 01 Dec 2022

Question Posted In : Python Programming | Stats with Python

What are the inputs passed to OLS function from statsmodels.spi Module? View:-26
Question Posted on 01 Dec 2022

Question Posted In : Python Programming | Stats with Python

R-square value close to zero indicates a good fit. State if it is true or false? View:-33
Question Posted on 24 Nov 2022

Question Posted In : Python Programming | Stats with Python

Which of the following attribute can be used on a fitted model summary object to obtain fitted values? View:-41
Question Posted on 24 Nov 2022

Question Posted In : Python Programming | Stats with Python

Which sign separates dependent variable from independent variables, in a patsy formula? View:-74
Question Posted on 06 Nov 2022

Question Posted In : Python Programming | Stats with Python

Which of the following function available in statsmodels is used to fit a Poisson regression model? View:-81
Question Posted on 28 Oct 2022

Question Posted In : Python Programming | Stats with Python

Given slope of a linear regression line is 1.5, and when x is 10, y takes the value of 8. Determine the intercept of the View:-68
Question Posted on 28 Oct 2022

Question Posted In : Python Programming | Stats with Python

The F ratio is typically used to test differences between _____? View:-104
Question Posted on 06 Sep 2022

Question Posted In : Python Programming | Stats with Python

While performing anova on a regression model fitted with a single variable, the null hypothesis is framed as: View:-105
Question Posted on 06 Sep 2022

Question Posted In : Python Programming | Stats with Python

Type I error occurs when _____. View:-86
Question Posted on 06 Sep 2022

Question Posted In : Python Programming | Stats with Python

Which of the following function is used to treat a numeric View:-72
Question Posted on 06 Sep 2022

Question Posted In : Python Programming | Stats with Python

Null hypothesis is accepted if p-value is lower than predetermined significance value. View:-96
Question Posted on 16 Aug 2022

Question Posted In : Python Programming | Stats with Python

Which of the following function is used to verify if the mean of population equals a given value? View:-98
Question Posted on 28 Jul 2022

Question Posted In : Python Programming | Stats with Python

What is the cumulative probability of finding F-statistic lower than 1, for a F distribution with degrees of freedom 2 a View:-91
Question Posted on 28 Jul 2022

Question Posted In : Python Programming | Stats with Python

Which of the following expressions, set a initial seed to random number generator? View:-85
Question Posted on 28 Jul 2022

Question Posted In : Python Programming | Stats with Python

Which of the following equations represent inter-quartile range (IQR)? View:-0
Question Posted on 16 Jun 2022

Question Posted In : Python Programming | Stats with Python

Which of the following estimates the biasness in a distribution? View:-123
Question Posted on 12 Jun 2022

Question Posted In : Python Programming | Stats with Python

Which of the following method of scipy.stats module is used to determine the skewness of a distribution? View:-188
Question Posted on 04 May 2022

Question Posted In : Python Programming | Stats with Python

Which of the following expression represents a normal distribution with mean 2.0 and variance 4.0? stats is imported from scipy. View:-121
Question Posted on 04 May 2022

Question Posted In : Python Programming | Stats with Python

Which of the following method of numpy library is used to determine range of a data set? View:-134
Question Posted on 02 May 2022

Question Posted In : Python Programming | Stats with Python

Which of the following method from numpy.random module can be used to select few elements randomly from a population? View:-146
Question Posted on 02 May 2022

Question Posted In : Python Programming | Stats with Python

Which of the following expressions, correctly calculate variance of a sample, x, derived from a population? View:-139
Question Posted on 28 Apr 2022

Question Posted In : Python Programming | Stats with Python

A positive value represents right skewed distribution. State if it is true or false? View:-106
Question Posted on 24 Apr 2022

Question Posted In : Python Programming | Stats with Python

Which of the following function is used to test goodness of fit of a continuous distribution to data? View:-140
Question Posted on 24 Apr 2022

Question Posted In : Python Programming | Stats with Python

When the observed outcome of dependent variable can have multiple possible types, the logistic regression is ...........? View:-0
Question Posted on 24 Apr 2022

Question Posted In : Python Programming | Stats with Python

Which of the following options correctly depict the relation between cumulative distribution function (cdf) and survival function (sf)? View:-100
Question Posted on 24 Apr 2022

Question Posted In : Python Programming | Stats with Python

An alternative hypothesis states there is no effect. State true or false. View:-125
Question Posted on 22 Apr 2022

Question Posted In : Python Programming | Stats with Python

Which of the following function, available in statsmodels, is used to fit a linear regression model? View:-122
Question Posted on 22 Apr 2022

Question Posted In : Python Programming | Stats with Python

Which of the following method is used to perform ANOVA test using statsmodels.stats.anova module? View:-132
Question Posted on 22 Apr 2022

Question Posted In : Python Programming | Stats with Python

The critical value for a confidence interval for the slope of the least squares regression line for all pairs in the population does not depend on ___ View:-114
Question Posted on 22 Apr 2022

Question Posted In : Python Programming | Stats with Python

The given equation of a regression line as y = 1.2x - 3.4. What is y value, when x is 5? View:-105
Question Posted on 22 Apr 2022

Question Posted In : Python Programming | Stats with Python

Whether a student will pass or fail in the competitive exam based on hours of study can be solved using View:-0
Question Posted on 21 Apr 2022

Question Posted In : Python Programming | Stats with Python

Which of the following patsy formula ignores the intercept? View:-117
Question Posted on 21 Apr 2022

Question Posted In : Python Programming | Stats with Python

Which of the following class doesn't suit discrete regression problems? View:-118
Question Posted on 21 Apr 2022

Question Posted In : Python Programming | Stats with Python

The greater the value of the F ratio, ________________. View:-135
Question Posted on 21 Apr 2022

Question Posted In : Python Programming | Stats with Python

Logistic regression is a classification algorithm. State if it is true or false? View:-100
Question Posted on 21 Apr 2022

Question Posted In : Python Programming | Stats with Python

Which of the following function is used to test if categorical data occurs with given frequency? View:-126
Question Posted on 21 Apr 2022

Question Posted In : Python Programming | Stats with Python

Which of the following function can used to download a dataset from R repository? View:-143
Question Posted on 20 Apr 2022

Question Posted In : Python Programming | Stats with Python

Logistic regression error values are normally distributed. State if it is true or false? View:-102
Question Posted on 20 Apr 2022

Question Posted In : Python Programming | Stats with Python

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