“a difference is a difference only if it makes a difference.”
― quote from How to Lie with Statistics
“It ain’t so much the things we don’t know that get us in trouble. It’s the things we know that ain’t so. —Artemus Ward”
― quote from How to Lie with Statistics
“A well-wrapped statistic is better than Hitler’s “big lie” it misleads, yet it cannot be pinned on you.”
― quote from How to Lie with Statistics
“IF YOU can’t prove what you want to prove, demonstrate something else and pretend that they are the same thing. In the daze that follows the collision of statistics with the human mind, hardly anybody will notice the difference. The semiattached figure is a device guaranteed to stand you in good stead. It always has.”
― quote from How to Lie with Statistics
“Just to clear the air, let's note first of all that whatever an intelligence test measures it is not quite the same thing as we usually mean by intelligence. It neglects such important things as leadership and creative imagination. It takes no account of social judgement or musical or artistic or other aptitudes, to say nothing of such personality matters as diligence and emotional balance.”
― quote from How to Lie with Statistics
“Extrapolations are useful, particularly in that form of soothsaying called forecasting trends. But in looking at the figures or charts made from them, it is necessary to remember one thing constantly: The trend-to-now may be a fact, but the future trend represents no more than an educated guess. Implicit in it is "everything else being equal" and "present trends continuing." And somehow everything else refuses to remain equal, else life would be dull indeed.”
― quote from How to Lie with Statistics
“proper treatment will cure a cold in seven days, but left to itself a cold will hang on for a week.”
― quote from How to Lie with Statistics
“The purely random sample is the only kind that can be examined with confidence by means of statistical theory, but there is one things wrong with it. It is so difficult and expensive to obtain for many uses that sheer cost eliminates it. A more economical substitute, which is almost universally used in such fields as opinion polling and market research, is called stratified random sampling.”
― quote from How to Lie with Statistics
“Hardly anybody is exactly normal in any way, just as one hundred tossed pennies will rarely come up exactly fifty heads and fifty tails.”
― quote from How to Lie with Statistics
“The purely random sample is the only kind that can be examined with entire confidence by means of statistical theory, but there is one thing wrong with it. It is so difficult and expensive to obtain for many uses that sheer cost eliminates it. A more economical substitute, which is almost universally used in such fields as opinion polling and market research, is called stratified random sampling.”
― quote from How to Lie with Statistics
“How results that are not indicative of anything can be produced by pure chance—given a small enough number of cases—is something you can test for yourself at small cost. Just start tossing a penny. How often will it come up heads? Half the time of course. Everyone knows that. Well, let’s check that and see…. I have just tried ten tosses and got heads eight times, which proves that pennies come up heads eighty percent of the time.”
― quote from How to Lie with Statistics
“The secret language of statistics, so appealing in a fact-minded culture, is employed to sensationalize, inflate, confuse, and oversimplify.”
― quote from How to Lie with Statistics
“There are at least three levels of sampling involved. Dr. Kinsey’s samples of the population (one level) are far from random ones and may not be particularly representative, but they are enormous samples by comparison with anything done in his field before and his figures must be accepted as revealing and important if not necessarily on the nose. It is possibly more important to remember that any questionnaire is only a sample (another level) of the possible questions and that the answer the lady gives is no more than a sample (third level) of her attitudes and experiences on each question.”
― quote from How to Lie with Statistics
“My trick was to use a different kind of average each time, the word "average" having a very loose meaning. It is a trick commonly used, sometimes in innocence but often in guilt, by fellows wishing to influence public opinion or sell advertising space. When you are told that something is the average you still don't know very much about it unless you can find out which of the common kinds of average it is- mean, median, or mode.”
― quote from How to Lie with Statistics
“Permitting statistical treatment and the hypnotic presence of numbers and decimal points to befog causal relationships is little better than superstition.”
― quote from How to Lie with Statistics
“To be worth much, a report based on sampling must use a representative sample, which is one from which every source of bias has been removed. That is where our Yale figure shows its worthlessness. It is also where a great many of the things you can read in newspapers and magazines reveal their inherent lack of meaning.”
― quote from How to Lie with Statistics
“It is dangerous to mention any subject having high emotional content without hastily saying where you are for or agin it.”
― quote from How to Lie with Statistics
“The fault is in the filtering-down process from the researcher through the sensational or ill-informed writer to the reader who fails to miss the figures that have disappeared in the process. A good deal of the misunderstanding can be avoided if to the "norm" or average is added an indication of the range. Parents seeing that their youngsters fall within the normal range will quit worrying about small and meaningless differences. Hardly anybody is exactly normal in any way, just as one hundred tossed pennies will rarely come up exactly fifty heads and fifty tails.”
― quote from How to Lie with Statistics
“My trick was to use a different kind of average each time, the word “average” having a very loose meaning. It is a trick commonly used, sometimes in innocence but often in guilt, by fellows wishing to influence public opinion or sell advertising space. When you are told that something is an average you still don’t know very much about it unless you can find out which of the common kinds of average it is—mean, median, or mode.”
― quote from How to Lie with Statistics
“What comes full of virtue from the statistician’s desk may find itself twisted, exaggerated, oversimplified, and distorted-through-selection by salesman, public-relations expert, journalist, or advertising copywriter.”
― quote from How to Lie with Statistics
“As Henry G. Felsen, a humorist and no medical authority, pointed out quite a while ago, proper treatment will cure a cold in seven days, but left to itself a cold will hang on for a week.”
― quote from How to Lie with Statistics
“graphs are not always what they seem. There may be more in them than meets the eye, and there may be a good deal less.”
― quote from How to Lie with Statistics
“As I watched my brothers run up to the roof to launch their kites, I wondered how free I could ever really be.”
― Malala Yousafzai, quote from I Am Malala: How One Girl Stood Up for Education and Changed the World (Young Readers Edition)
“Creepy Hollow?” He snorts. “Like Sleepy Hollow?”
“No, like Creepy Hollow. It has nothing to do with sleeping.”
― Rachel Morgan, quote from The Faerie Guardian
“The sight which met her eyes held her frozen on the threshold, and the thought flashed across her mind that she knew now how it felt to die”
― Georgette Heyer, quote from Sprig Muslin
“A aparência de um espírito depende inteiramente do modo como ele decide projetar a si mesmo, ou de como vê a si próprio em sua mente. É por isso que contatos com espíritos presos à terra nem sempre são eventos tranquilos, passivos. A tragédia vem em muitas formas, em geral acompanhada de violência, e os últimos pensamentos de um indivíduo tendem a dominar a mente do seu espírito após a morte física. Assim, via de regra, o fantasma se manifestará em um espetáculo grotesco, que representa o modo como ele morreu”
― quote from The Demonologist: The Extraordinary Career of Ed and Lorraine Warren
“He whose heart is full of tenderness, and truth; Who loves mankind more than he loves himself, And cannot find room in his heart to hate, May be another Christ. We all may be The Saviours of the world, if we believe In the Divinity which dwells in us And worship it, and nail our grosser selves, Our tempers, greeds, and our unworthy aims, Upon the cross. Who giveth love to all, Pays kindness for unkindness, smiles for frowns, Lends new courage to each fainting heart, And strengthens hope and scatters joy abroad, He, too, is a Redeemer, Son of God. Ella Wheeler Wilcox5”
― quote from Discover the Power Within You
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