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How to organize output table of grouped summary statics of multiple statistics across multiple variables?

Currently my output stems from the follow code: ...
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0 answers
39 views

Graphic representation of averages

I have a series of averages. One of these however turns out to take too high a value due to a N. low equal to 1. Let me explain better by means of an example: I have to calculate the averages of the ...
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1 vote
1 answer
23 views

How to read the following table of data?

I have downloaded the following table from https://www.ons.gov.uk for car rental market. Does Turnover (£000s) mean the the values should be multiplied by 1000? I.e....
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1 answer
17 views

Combining tables in R [closed]

I have multiple tables as the output of a regression analysis. Does anybody know how to combine these multiple tables with each other ? The tables are all the same, the only thing that changes is the ...
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0 answers
19 views

How to calculate significance when I have confidence interval and standard error?

I am very much a beginner in statistics... I have a table of nominal values about to what degree immigrants can resonate with the values of their current country. I have two tables, one which includes ...
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2 votes
1 answer
43 views

How can I visualize decision tree leaves in tabular form effectively?

I have a decision tree from a classification model that is 6 levels deep and has about 30 different leaf nodes. In a table, I want to sort each leaf node by training probability, and capture ...
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2 votes
1 answer
63 views

Alternative Aggregation Method to Avoid Simpson's Paradox

The table below shows an example of Simpson's Paradox arising from some fictitious data for the success of operations performed by two doctors from the Simpsons TV show. Dr Hilbert Dr Nick Heart ...
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0 votes
0 answers
20 views

Bootstrapped bias corrected and accelerated 95% confidence intervals [duplicate]

I found an article and they described different characteristics in table without using common variability measures like SD, IQR, 25-75th precentile but Bootstrapped bias corrected and accelerated 95%...
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1 vote
1 answer
47 views

Studentized range table - reported paper value does not match table

I'm reading a paper on multiple comparisons (citation below). The paper reports (page 324, step 5) that we need to: "Find the percentage point of the studentized range (SR_n) corresponding to a ...
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1 vote
1 answer
58 views

How to efficiently present graph for this data

I have three variables. In the first table CPU value is fixed and similarly in the second. If I generate a graph for this data there will be four different graphs and then another four graphs if ...
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1 vote
0 answers
18 views

Why do complete ANOVA tables matter?

I'm trained as a mathematical statistician; my degree is technically "mathematics" but I study statistics. So let's consider classical, one-way ANOVA. Textbooks will teach that to perform ...
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2 votes
1 answer
56 views

Best solution for sports statistics [closed]

I have created a floorball sports statistics in excel. It works like this: I put in data from each match (mininal required data like who was present and who scored etc.) and then I have sheets which ...
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3 votes
2 answers
100 views

finding out distributions mathematically

we know that the larger the degree of freedom, the less likely extreme events will occur (e.g., if you throw fair coin once, odds of heads is 50%, if you throw twice, odds of two heads are 25% and so ...
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4 votes
1 answer
109 views

Test of significance for comparing counts of subjects across multiple groups

I have a fairly basic understanding of stats, but I generated a table for my PI with tests of significance (Fisher & Mann-Whitney-U) for categorical and continuous variables across 6 different ...
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1 vote
0 answers
396 views

Model summary tables for GLMMtmb [closed]

What package do people use to nicely visualize glmm model summaries? I tried huxtable::huxreg as explained here, but the documentation must be out of date because huxreg does not accept glmmTMB ...
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1 vote
0 answers
515 views

Calculating growth rate from a baseline of exactly zero

Say we have a series of month-on-month figures like the following, and we want to get the growth rate between the two periods: ...
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  • 509
2 votes
1 answer
60 views

Data Visualization: Summary Statistics

I have 10,463 observations of crop yield data, however, they are subdivided into 6 crops (~2000 obs each). I am wondering if it is best to report a summary statistics table by crop (maybe 3 crops per ...
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0 answers
26 views

How to represent this R data in a table?

I have performed a binomial test, Wilcoxon and Barnard test in a data set in R, but I want to present the results in a better way, for example on a table. It might sound silly, but I do not know which ...
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0 votes
1 answer
221 views

What percent of males in the sample own their own home?

I said it was (males who own a house) divided by total number of males: 132 / (132 + 50) which equals to 72.5% However, my professor seems to think it is the # of male who own the house divided by ...
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1 vote
0 answers
52 views

Presenting results from a regression with several lags of several independant variables

I have an OLS regression with several independent variables lagged several times. This means I have many coefficients and standard errors to present, making up a lot of rows in a table. A standard ...
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0 votes
1 answer
135 views

Interpreting results for interaction term continuous continuous and presenting them in tables

I have run a series of analyses aiming to explore the association between a clinical score (it is a scale that goes from 0 to 15) and selected study outcomes. It is an imbalanced individual level ...
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0 votes
1 answer
38 views

Is there a generalisation of Wilcoxcon paired sign-rank test to compare more than two connected samples?

I have a table where columns denote customer, row-supplier, cell- total amount of items, sold by supplier to customer. I have a zero hypothesis(H0) about random choise of customers and H1 hypothesis(...
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0 votes
1 answer
75 views

Ambiguity about the confusion table: is it simply a calculation error or a technical consideration?

This table is the one from the paper entitled as: S. Wu, T. H. Falk, W. Y. Chan, ``Automatic speech emotion recognition using modulation spectral features", Speech Communication, vol. 53, no. 5, pp. ...
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0 votes
1 answer
35 views

Does this table structure have an specific name?

I'd like to know if this table structure has a particular name. How can I determine the tendency for 2017-09?
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11 votes
1 answer
11k views

What do you do if your degrees of freedom goes past the end of your tables?

The degrees of freedom in my F table don't go up high enough for my big sample. For example, if I have an F with 5 and 6744 degrees of freedom, how do I find the 5% critical value for an ANOVA? What ...
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0 votes
4 answers
10k views

Beta Coefficient range?

Is there a table of range for beta coefficients used in multiple linear regression that we can use to interpret if influence is strong, very strong, weak or very weak.
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4 votes
1 answer
12k views

Calculate p-value for a negative z

I'm trying to do a hypothesis testing and the result I'm getting is strange because the p value I get is greater than 1. I'm using $p_0= 0.65$ and $\hat{p} = 0.60$. To calculate $Z$ I'm using $(0.60-...
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1 vote
0 answers
58 views

How to choose critical F value from statistical tables when the df is large? [duplicate]

For an F(2, 237) distribution, how should I determine a critical F value from a statistical table? Would I look up (2, 150) or (2, 300)? Should it simply be the closest degrees of freedom?
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1 vote
0 answers
161 views

Question about some of Sir Francis Galton's table in his book

n Sir Francis Galton's book, "Natural Inheritance" (found here: www.mugu.com/galton/books/natural-inheritance/pdf/galton-nat-inh-1up-clean.pdf) in particular table 12 and 13 on page 209 & pg 210 I ...
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1 vote
0 answers
531 views

How to convert a graph into a table [duplicate]

I have seen lots of examples of how to create a table in R from a data.frame, but my question is how can I create a table from a ...
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63 votes
3 answers
6k views

Who created the first standard normal table?

I'm about to introduce the standard normal table in my introductory statistics class, and that got me wondering: who created the first standard normal table? How did they do it before computers came ...
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25 votes
1 answer
2k views

Statistical tables in old books purposefully wrong?

I remember having read a while ago that in old (pre-computer days) books, the last digits of the theoretical quantiles shown in the appendices were inaccurate in order to discourage plagiarism (the ...
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1 vote
1 answer
63 views

is it preferable to use one table for all data or store each case individually? [closed]

For example, I have file with data on 3 cars, 3 boats, 3 motorcycles: ...
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  • 437
1 vote
1 answer
3k views

How to get column-wise frequencies in R? [closed]

Let's suppose I have the following matrix: some_matrix <- matrix(c(2,2,2,1,3,1,3,1,3),nrow=3,ncol=3) I am trying to get the frequencies of the values 1,2 and ...
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0 votes
1 answer
139 views

How to report large number of p.values in a table?

I have been comparing 13 groups to one another to assess significant differences. The simplest method of writing this up was a table, and there are numerous significant and non-significant results, ...
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6 votes
2 answers
26k views

How to determine how many variables and what kind of variables a table of data has?

Here's an example regarding what I'm lost on. In the past I've just found myself counting columns to determine how many variables a table has, but I've realized that's totally insufficient. For ...
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2 votes
1 answer
74 views

One-mode network (data transformation)

I'm looking for a solution to perform network analysis among my data set. My database is shaped like this : Table 1 : ...
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2 votes
1 answer
29 views

How to display potential outage when usage fluctuates greatly among customers?

I work for a Health Information Exchange. We have numerous "participants". Some send hundreds of messages a day, some might go a day or two without sending any messages. I'm creating a daily report ...
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0 votes
1 answer
344 views

How could i use r to add data to a table? [closed]

I am looking for an approach. We have a historical table with the consumption per week of a list of items (19.000 item). We want to predict the consumption for the next n weeks. We are thinking on ...
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2 votes
1 answer
140 views

How can market share increase despite falling in each market segment?

...
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1 vote
1 answer
2k views

Critical value for Wilcoxon one-sample signed-rank test in R

I am trying to find the critical value for the Wilcoxon one-sample signed-rank test. Currently, I can find the value using tables. I looked at qwilcox() in R, but ...
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7 votes
2 answers
4k views

Reporting Results of Mann-Whitney U Test - Means vs Medians

I had a question yesterday that I got a bunch of great responses on. I have, hopefully, a quicker question here. There is a debate in the literature regarding reporting means vs medians in a ...
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0 votes
0 answers
520 views

how to report p-values from t-test and ks test in the same table for publication?

I want to show in a table that two samples are different in a number of attributes (or not different). I want to report the mean, st.err. and the stars at conventional values of p-value from a t-test ...
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3 votes
0 answers
514 views

Does N-1 correction for Pearson's Chi-Square apply to r x c tables generally?

Campbell (2007) recommended what he called the "N-1" correction for chi-square tests performed on two-by-two contingency tables. He described the correction as: "the K. Pearson chi-squared test but ...
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3 votes
2 answers
14k views

Cross tabulation of two variables with resulting average and SD [closed]

I am beginner of R software. I am looking for two variables and result cross tabulated but not in the form of frequencies. Could I get help on how to get result as average and standard deviation ...
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4 votes
3 answers
6k views

Is there an R equivalent for the SPSS custom Tables feature? [closed]

I have used the custom tables feature in SPSS for my job almost every day. I am trying to learn R. How can I recreate the custom tables functionality in R? Is there some specific package that I need ...
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4 votes
1 answer
19k views

Chi Square Analysis Percentages

I've used chi-square analysis in school, but was absent for the lesson, and I never quite got the hang of it. I've been successful with it in the past, but now I'm trying to use percentage values, and ...
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3 votes
1 answer
187 views

A tool to analyze multidimensional tabular data

I have a bunch of data in the following format: Count|| Fruit |Fruit Col.|| Veget. |Veg.Col.|| Spice --------------------------------------------------------- 123 || Apple | Red || Carrot ...
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12 votes
2 answers
4k views

Best Practices for Creating 'Tidy Data'

Hadley Wickham wrote a stellar article called "Tidy Data" (link) in JSS last year about data manipulation and getting the data into an "optimal" condition in order to perform analysis. However, I was ...
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3 votes
1 answer
461 views

Problem with factorial design in Minitab

I'm having a problem with a factorial design in Minitab, as it is not as clear how to proceed as all problems I've had thus far. The problem is to create a factorial design with two factors where the ...
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