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35 materials found

Content provider: ELIXIR Luxembourg  or Khan Academy Statistics 


Practicalities of data handling

Slides for the "Practicalities of data handling" session of the "Research Data Management and Stewardship Training" held regularly by ELIXIR-Luxembourg.

Scientific topics: Data management, Data acquisition, Data security

Operations: Data handling

Keywords: data encryption, data protection, setup, checksums, Data transfer, Data storage, data organisation

Resource type: Presentation

Practicalities of data handling http://tess.elixir-uk.org/materials/practicalities-of-data-handling Slides for the "Practicalities of data handling" session of the "Research Data Management and Stewardship Training" held regularly by ELIXIR-Luxembourg. Pinar Alper Roland Krause Nene Barry Data management Data acquisition Data security data encryption, data protection, setup, checksums, Data transfer, Data storage, data organisation Researchers PhD Master students
Reproducible analysis

Slides for the "Reproducible analysis" session of the "Best practices in research data management and stewardship" held regularly by ELIXIR-Luxembourg.

Scientific topics: Data architecture, analysis and design

Keywords: Workflows, Literate programming, Reproducible Science, Data analysis

Resource type: Presentation

Reproducible analysis http://tess.elixir-uk.org/materials/reproducible-analysis Slides for the "Reproducible analysis" session of the "Best practices in research data management and stewardship" held regularly by ELIXIR-Luxembourg. Pinar Alper Vilem Ded Data architecture, analysis and design Workflows, Literate programming, Reproducible Science, Data analysis PhD candidates Researchers
Data Management Planning

Slides for the Data Management Plannning session of the "Research Data Manegement and Stewardship Training" held regularly by ELIXIR-Luxembourg

Keywords: Data management plan

Resource type: Presentation

Data Management Planning http://tess.elixir-uk.org/materials/data-management-planning Slides for the Data Management Plannning session of the "Research Data Manegement and Stewardship Training" held regularly by ELIXIR-Luxembourg Data management plan Researchers data steward / data manager PhD candidates Master students
Introduction to FAIR principles

Slides for the "Introduction to FAIR Principles" session of the "Research Data Manegement and Stewardship Training" held regularly by ELIXIR-Luxembourg.

Keywords: FAIR data

Resource type: Presentation

Introduction to FAIR principles http://tess.elixir-uk.org/materials/introduction-to-fair-principles Slides for the "Introduction to FAIR Principles" session of the "Research Data Manegement and Stewardship Training" held regularly by ELIXIR-Luxembourg. Roland Krause FAIR data Researchers data steward / data manager PhD candidates Master students
Implementing GDPR in a Biomedical Research Institute

Slides for the "Data protection, working with sensitive human data in research." session of the "Research Data Management and Stewardship Training" held regularly by ELIXIR-Luxembourg.

Scientific topics: Data management, Data governance

Keywords: GDPR, data protection, sensitive data

Implementing GDPR in a Biomedical Research Institute http://tess.elixir-uk.org/materials/implementing-gdpr-in-a-biomedical-research-institute Slides for the "Data protection, working with sensitive human data in research." session of the "Research Data Management and Stewardship Training" held regularly by ELIXIR-Luxembourg. Regina Becker Vilem Ded Data management Data governance GDPR, data protection, sensitive data Researchers data stewards data managers
ELIXIR Webinar: Requirements in data protection law and the upcoming General Data Protection Regulation (GDPR) implementation

Regina Becker (ELIXIR Luxembourg) will give an introduction into the upcoming General Data Protection Legislation (GDPR) that will come into force on 25 May 2018. The new regulation has considerable consequences for managing and storing personal data, imposing more responsibility on the data...

Keywords: GDPR

Resource type: Webinar

ELIXIR Webinar: Requirements in data protection law and the upcoming General Data Protection Regulation (GDPR) implementation http://tess.elixir-uk.org/materials/elixir-webinar-requirements-in-data-protection-law-and-the-upcoming-general-data-protection-regulation-gdpr-implementation Regina Becker (ELIXIR Luxembourg) will give an introduction into the upcoming General Data Protection Legislation (GDPR) that will come into force on 25 May 2018. The new regulation has considerable consequences for managing and storing personal data, imposing more responsibility on the data controllers and data processors. During the webinar, relevant parts of the legislation for research and data sharing will be highlighted. Practical consequences for research institutions and in particular ELIXIR Nodes will be explained, and measures outlined that should be implemented for compliance. In addition, challenges and open questions will be addressed and suggestions made on how to jointly tackle these challenges in ELIXIR. This webinar is of interest for data stewards, Technical Coordinators, and everyone interested in the requirements for processing data for research under the GDPR. GDPR
Basic set operations

Whether you are learning computer science, logic, or probability (or a bunch of other things), it can be very, very useful to have this "set" of skills. From what a set is to how we can operate on them, this tutorial will have you familiar with the basics of sets!

Keywords: Independent and dependent events

Basic set operations http://tess.elixir-uk.org/materials/basic-set-operations Whether you are learning computer science, logic, or probability (or a bunch of other things), it can be very, very useful to have this "set" of skills. From what a set is to how we can operate on them, this tutorial will have you familiar with the basics of sets! Independent and dependent events 2016-08-14
Dependent probability

What's the probability of picking two "e" from the bag in scrabble (assuming that I don't replace the tiles). Well, the probability of picking an 'e' on your second try depends on what happened in the first (if you picked an 'e' the first time around, then there is one less 'e' in the bag). ...

Keywords: Independent and dependent events

Dependent probability http://tess.elixir-uk.org/materials/dependent-probability What's the probability of picking two "e" from the bag in scrabble (assuming that I don't replace the tiles). Well, the probability of picking an 'e' on your second try depends on what happened in the first (if you picked an 'e' the first time around, then there is one less 'e' in the bag). This is just one of many, many type of scenarios involving dependent probability. Independent and dependent events 2016-08-14
Compound, independent events

What is the probability of making three free throws in a row (LeBron literally asks this in this tutorial). In this tutorial, we'll explore compound events happening where the probability of one event is not dependent on the outcome of another (compound, independent, events).

Keywords: Independent and dependent events

Compound, independent events http://tess.elixir-uk.org/materials/compound-independent-events What is the probability of making three free throws in a row (LeBron literally asks this in this tutorial). In this tutorial, we'll explore compound events happening where the probability of one event is not dependent on the outcome of another (compound, independent, events). Independent and dependent events 2016-08-14
Venn diagrams and adding probabilities

What is the probability of getting a diamond or an ace from a deck of cards? Well I could get a diamond that is not an ace, an ace that is not a diamond, or the ace of diamonds. This tutorial helps us think these types of situations through a bit better (especially with the help of our good...

Keywords: Independent and dependent events

Venn diagrams and adding probabilities http://tess.elixir-uk.org/materials/venn-diagrams-and-adding-probabilities What is the probability of getting a diamond or an ace from a deck of cards? Well I could get a diamond that is not an ace, an ace that is not a diamond, or the ace of diamonds. This tutorial helps us think these types of situations through a bit better (especially with the help of our good friend, the Venn diagram). Independent and dependent events 2016-08-14
Basic probability

Can I pick a red frog out of a bag that only contains marbles? Is it smart to buy a lottery ticket? Even if we are unsure about whether something will happen, can we start to be mathematical about the "chances" of an event (essentially realizing that some things are more likely than others). ...

Keywords: Independent and dependent events

Basic probability http://tess.elixir-uk.org/materials/basic-probability Can I pick a red frog out of a bag that only contains marbles? Is it smart to buy a lottery ticket? Even if we are unsure about whether something will happen, can we start to be mathematical about the "chances" of an event (essentially realizing that some things are more likely than others). This tutorial will introduce us to the tools that allow us to think about random events. Independent and dependent events 2016-08-14
Making decisions with probability

Making decisions with probability from Khan Academy Statistics

Keywords: Probability and combinatorics

Making decisions with probability http://tess.elixir-uk.org/materials/making-decisions-with-probability Making decisions with probability from Khan Academy Statistics Probability and combinatorics 2016-08-14
Probability using combinatorics

This tutorial will apply the permutation and combination tools you learned in the last tutorial to problems of probability. You'll finally learn that there may be better "investments" than poring all your money into the Powerball Lottery.

Keywords: Probability and combinatorics

Probability using combinatorics http://tess.elixir-uk.org/materials/probability-using-combinatorics This tutorial will apply the permutation and combination tools you learned in the last tutorial to problems of probability. You'll finally learn that there may be better "investments" than poring all your money into the Powerball Lottery. Probability and combinatorics 2016-08-14
Combinations

You are already familiar with calculating permutation ("How many ways could 7 different people sit in 4 different seats?"). But what if you didn't care about which seat they sat in? What if you just cared about which 4 people were in the car? Or put another way, you want to know how many...

Keywords: Probability and combinatorics

Combinations http://tess.elixir-uk.org/materials/combinations You are already familiar with calculating permutation ("How many ways could 7 different people sit in 4 different seats?"). But what if you didn't care about which seat they sat in? What if you just cared about which 4 people were in the car? Or put another way, you want to know how many combinations of 4 people can you stick in the car from a pool of 7 candidates. Or how many ways are there to choose 4 things from a pool of 7? Look no further than this tutorial to answer your questions. Probability and combinatorics 2016-08-14
Permutations

You want to display your Chuck Norris dolls on your desk at school and there is only room for five of them. Unfortunately, you own 50. How many ways can you pick the dolls and arrange them on your desk?

Keywords: Probability and combinatorics

Permutations http://tess.elixir-uk.org/materials/permutations You want to display your Chuck Norris dolls on your desk at school and there is only room for five of them. Unfortunately, you own 50. How many ways can you pick the dolls and arrange them on your desk? Probability and combinatorics 2016-08-14
Categorical data

Categorical data from Khan Academy Statistics

Keywords: Statistical studies

Categorical data http://tess.elixir-uk.org/materials/categorical-data Categorical data from Khan Academy Statistics Statistical studies 2016-08-14
Hypothesis testing

Hypothesis testing from Khan Academy Statistics

Keywords: Statistical studies

Hypothesis testing http://tess.elixir-uk.org/materials/hypothesis-testing Hypothesis testing from Khan Academy Statistics Statistical studies 2016-08-14
Types of statistical studies

Types of statistical studies from Khan Academy Statistics

Keywords: Statistical studies

Types of statistical studies http://tess.elixir-uk.org/materials/types-of-statistical-studies Types of statistical studies from Khan Academy Statistics Statistical studies 2016-08-14
Statistical questions

Statistical questions from Khan Academy Statistics

Keywords: Statistical studies

Statistical questions http://tess.elixir-uk.org/materials/statistical-questions Statistical questions from Khan Academy Statistics Statistical studies 2016-08-14
Sal's old statistics videos

This tutorial covers central tendency and dispersion. It is redundant with the other tutorials on this topic, but it has the benefit of messy handwriting and a cheap microphone. This is Sal circa 2007 so take it all with a grain of salt (or just skip it altogether).

Keywords: Descriptive statistics

Sal's old statistics videos http://tess.elixir-uk.org/materials/sal-s-old-statistics-videos This tutorial covers central tendency and dispersion. It is redundant with the other tutorials on this topic, but it has the benefit of messy handwriting and a cheap microphone. This is Sal circa 2007 so take it all with a grain of salt (or just skip it altogether). Descriptive statistics 2016-08-14
Box-and-whisker plots

Whether you're looking at scientific data or stock price charts, box-and-whisker plots can show up in your life. This tutorial covers what they are, how to read them and how to construct them. We'd consider this tutorial very optional, but it is a good application of dealing with medians and...

Keywords: Descriptive statistics

Box-and-whisker plots http://tess.elixir-uk.org/materials/box-and-whisker-plots Whether you're looking at scientific data or stock price charts, box-and-whisker plots can show up in your life. This tutorial covers what they are, how to read them and how to construct them. We'd consider this tutorial very optional, but it is a good application of dealing with medians and ranges. Descriptive statistics 2016-08-14
Measures of central tendency

This is the foundational tutorial for the rest of statistics. We start thinking about how you can represent a set of numbers with one number that somehow represents the "center". We then talk about the differences between populations, samples, parameters and statistics.

Keywords: Descriptive statistics

Measures of central tendency http://tess.elixir-uk.org/materials/measures-of-central-tendency This is the foundational tutorial for the rest of statistics. We start thinking about how you can represent a set of numbers with one number that somehow represents the "center". We then talk about the differences between populations, samples, parameters and statistics. Descriptive statistics 2016-08-14
Poisson process

Poisson process from Khan Academy Statistics

Keywords: Random variables and probability distributions

Poisson process http://tess.elixir-uk.org/materials/poisson-process Poisson process from Khan Academy Statistics Random variables and probability distributions 2016-08-14
Binomial distribution

Binomial distribution from Khan Academy Statistics

Keywords: Random variables and probability distributions

Binomial distribution http://tess.elixir-uk.org/materials/binomial-distribution Binomial distribution from Khan Academy Statistics Random variables and probability distributions 2016-08-14
Expected value

Now that we know what a random variable is, we can think about expected value. As we'll see, it can be viewed as a probability-weighted average of possible outcomes!

Keywords: Random variables and probability distributions

Expected value http://tess.elixir-uk.org/materials/expected-value Now that we know what a random variable is, we can think about expected value. As we'll see, it can be viewed as a probability-weighted average of possible outcomes! Random variables and probability distributions 2016-08-14
Linear regression and correlation

Even when there might be a rough linear relationship between two variables, the data in the real-world is never as clean as you want it to be. This tutorial helps you think about how you can best fit a line to the relationship between two variables.

Keywords: Regression

Linear regression and correlation http://tess.elixir-uk.org/materials/linear-regression-and-correlation Even when there might be a rough linear relationship between two variables, the data in the real-world is never as clean as you want it to be. This tutorial helps you think about how you can best fit a line to the relationship between two variables. Regression 2016-08-14
Scatter plots

Scatter plots from Khan Academy Statistics

Keywords: Regression

Scatter plots http://tess.elixir-uk.org/materials/scatter-plots Scatter plots from Khan Academy Statistics Regression 2016-08-14
Analysis of variance

You already know a good bit about hypothesis testing with one or two samples. Now we take things further by making inferences based on three or more samples. We'll use the very special F-distribution to do it (F stands for "fabulous").

Keywords: Inferential statistics

Analysis of variance http://tess.elixir-uk.org/materials/analysis-of-variance You already know a good bit about hypothesis testing with one or two samples. Now we take things further by making inferences based on three or more samples. We'll use the very special F-distribution to do it (F stands for "fabulous"). Inferential statistics 2016-08-14
Chi-square probability distribution

You've gotten good at hypothesis testing when you can make assumptions about the underlying distributions. In this tutorial, we'll learn about a new distribution (the chi-square one) and how it can help you (yes, you) infer what an underlying distribution even is!

Keywords: Inferential statistics

Chi-square probability distribution http://tess.elixir-uk.org/materials/chi-square-probability-distribution You've gotten good at hypothesis testing when you can make assumptions about the underlying distributions. In this tutorial, we'll learn about a new distribution (the chi-square one) and how it can help you (yes, you) infer what an underlying distribution even is! Inferential statistics 2016-08-14
Hypothesis testing with two samples

You're already familiar with hypothesis testing with one sample. In this tutorial, we'll go further by testing whether the difference between the means of two samples seems to be unlikely purely due to chance.

Keywords: Inferential statistics

Hypothesis testing with two samples http://tess.elixir-uk.org/materials/hypothesis-testing-with-two-samples You're already familiar with hypothesis testing with one sample. In this tutorial, we'll go further by testing whether the difference between the means of two samples seems to be unlikely purely due to chance. Inferential statistics 2016-08-14