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Top 10 David Spiegelhalter Quotes (2025 Update)

David Spiegelhalter Quote: “Signals always come with noise: It is trying to separate out the two that makes the subject interesting.”

1. “Signals always come with noise: It is trying to separate out the two that makes the subject interesting.”

— David Spiegelhalter

David Spiegelhalter Quote: “The numbers have no way of speaking for themselves. We speak for them. We imbue them with meaning. – Nate Silver, The Signal and the Noise1.”

2. “The numbers have no way of speaking for themselves. We speak for them. We imbue them with meaning. – Nate Silver, The Signal and the Noise1.”

— David Spiegelhalter

David Spiegelhalter Quote: “Even in an era of open data, data science and data journalism, we still need basic statistical principles in order not to be misled by apparent patterns in the numbers.”

3. “Even in an era of open data, data science and data journalism, we still need basic statistical principles in order not to be misled by apparent patterns in the numbers.”

— David Spiegelhalter

David Spiegelhalter Quote: “Alberto Cairo has identified four common features of a good data visualization: It contains reliable information. The design has been chosen so that relevant patterns become noticeable. It is presented in an attractive manner, but appearance should not get in the way of honesty, clarity and depth. When appropriate, it is organized in a way that enables some exploration.”

4. “Alberto Cairo has identified four common features of a good data visualization: It contains reliable information. The design has been chosen so that relevant patterns become noticeable. It is presented in an attractive manner, but appearance should not get in the way of honesty, clarity and depth. When appropriate, it is organized in a way that enables some exploration.”

— David Spiegelhalter

David Spiegelhalter Quote: “Far from freeing us from the need for statistical skills, bigger data and the rise in the number and complexity of scientific studies makes it even more difficult to draw appropriate conclusions.”

5. “Far from freeing us from the need for statistical skills, bigger data and the rise in the number and complexity of scientific studies makes it even more difficult to draw appropriate conclusions.”

— David Spiegelhalter

David Spiegelhalter Quote: “More data means that we need to be even more aware of what the evidence is actually worth.”

6. “More data means that we need to be even more aware of what the evidence is actually worth.”

— David Spiegelhalter

David Spiegelhalter Quote: “These examples show that statistics are always to some extent constructed on the basis of judgements, and it would be an obvious delusion to think the full complexity of personal experience can be unambiguously coded and put into a spreadsheet or other software.”

7. “These examples show that statistics are always to some extent constructed on the basis of judgements, and it would be an obvious delusion to think the full complexity of personal experience can be unambiguously coded and put into a spreadsheet or other software.”

— David Spiegelhalter

David Spiegelhalter Quote: “We need to distinguish what is actually dangerous from what sounds frightening.”

8. “We need to distinguish what is actually dangerous from what sounds frightening.”

— David Spiegelhalter

David Spiegelhalter Quote: “All models are wrong, but some are useful.’ CHAPTER 6 Algorithms, Analytics and Prediction.”

9. “All models are wrong, but some are useful.’ CHAPTER 6 Algorithms, Analytics and Prediction.”

— David Spiegelhalter

David Spiegelhalter Quote: “Even after my decades as a statistician, when asked a basic school question using probability, I have to go away, sit in silence with a pen and paper, try it a few different ways, and finally announce what I hope is the correct answer.”

10. “Even after my decades as a statistician, when asked a basic school question using probability, I have to go away, sit in silence with a pen and paper, try it a few different ways, and finally announce what I hope is the correct answer.”

— David Spiegelhalter

David Spiegelhalter Quote: “Most drugs on the market have only moderate effects, and only help a minority of people.”

11. “Most drugs on the market have only moderate effects, and only help a minority of people.”

— David Spiegelhalter

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