Predictive Quotes & Sayings

Engineering is a predictive science, not a manipulative art. — D. Elton Trueblood

It's as if I have just solved Skivver's predictive equations, or even better, as if I have intuited the One Equation, seen the numbers behind the moon and the stars, behind mountains and history, art and death and yearning, as if my comprehension is large enough that it can encompass universes, from the beginning to the end of time. — Rachel Hartman

Intuition comes in several forms:
- a sudden flash of insight, visual or auditory
- a predictive dream
- a spinal shiver of recognition as something is occurring or told to you
- a sense of knowing something already
- a sense of deja vu
- a snapshot image of a future scene or event
- knowledge, perspective or understanding divined from tools which respond to the subconscious mind — Sylvia Clare

In real-world Finance, they don't pay for elegance. They pay for power - predictive power. — Robert Haugen

Neuroticism, or the tendency to be anxious, stressed, critical, and moody, is far more predictive of relationship unhappiness and dissolution than is personality dissimilarity. While personality similarity can help the years run smoothly, any two people will be different in some way or another. How a person responds to these differences can be more important than the differences themselves. To a person who runs high in Neuroticism, differences are seen in a negative light. Anxiety and judgments about these differences then lead to criticism and contempt, two leading relationship killers. — Meg Jay

John McEnroe ... was arguably the best serve-and-volley man of all time, but then McEnroe was an exception to pretty much every predictive norm there was. At his peak (say 1980 to 1984), he was the greatest tennis player who ever lived-the most talented, the most beautiful, the most tormented: a genius. For me, watching McEnroe don a blue polyester blazer and do stiff lame truistic color commentary for TV is like watching Faulkner do a Gap ad. — David Foster Wallace

One of the most consistent findings about low performing schools and students is that "home variables" (parental income and education, etc.) are more predictive than "school variables." But, having said that, we as a society can have much more effect on the school variables than on the home variables, so it's important and valuable to focus on the question of which interventions in schools are most effective and which are least effective. — Nicholas Lemann

Historians are not scientists. They cannot (and should not even trying to) establish universal laws of social or political "physics" with reliable predictive powers. Why? Because there is no possibility of repeating the single, multi-millennium experiment that constant to the past. The sample size of human history is one. — Niall Ferguson

Big data is based on the feedback economy where the Internet of Things places sensors on more and
more equipment. More and more data is being generated as medical records are digitized, more stores have loyalty cards to track consumer purchases, and people are wearing health-tracking devices. Generally, big data is more about looking at behavior, rather than monitoring transactions, which is the domain of traditional relational databases. As the cost of storage is dropping, companies track more and more data to look for patterns and build predictive models". — Neil Dunlop

We've done a lot of research on the characteristics of our teachers who are the most successful. The most predictive trait is still past demonstrated achievement, and all selection research basically points to that. — Wendy Kopp

What is your legacy? Are you intentional about the sort of influence you want to have on the world around you? Being aware of how you want to be remembered gives you a perspective on what is truly important. Leadership is influence, and relationships are the foundation of leadership. Nothing is more predictive of your legacy than the quality of people you surround yourself with. — John C. Maxwell

A valid scientific theory is predictive, verifiable, and replicable. To me, that's beautiful. — Dean Ornish

The entire Internet, as well as the types of devices represented by the desktop computer, the laptop computer, the iPhone, the iPod, and the iPad, are a continuing inescapable embarrassment to science fiction, and an object lesson in the fallibility of genre writers and their vaunted predictive abilities. — Paul Di Filippo

The truly privileged theories are not the ones referring to any particular scale of size or complexity, nor the ones situated at any particular level of the predictive hierarchy, but the ones that contain the deepest explanations. — David Deutsch

My provocative statement is that we desperately need a serious, scientific theory of cities and scientific theory means quantifiable, relying on underlying generic principles that can be made in a - put into a predictive framework. That's the quest. — Geoffrey West

If we're stuck on one world, we're limited to a single case; we don't know what else is possible. Then - like an art fancier familiar only with Fayoum tomb paintings, a dentist who knows only molars, a philosopher trained merely in NeoPlatonism, a linguist who has studied only Chinese, or a physicist whose knowledge of gravity is restricted to falling bodies on Earth - our perspective is foreshortened, our insights narrow, our predictive abilities circumscribed. By contrast, when we explore other worlds, what once seemed the only way a planet could be turns out to be somewhere in the middle range of a vast spectrum of possibilities. When we look at those other worlds, we begin to understand what happens when we have too much of one thing or too little of another. We learn how a planet can go wrong. — Carl Sagan

A comprehensive list of factors brings predictive stability and predictive stability and predictive power. — Robert Haugen

The percent likelihood of a society becoming physically violent if it is physically affectionate towards its infants and tolerant of premarital sexual behavior is 2 percent. The probability of this relationship occurring by chance is 125,000 to one. I am not aware of any other developmental variable that has such a high degree of predictive validity. — James W. Prescott

Science ignores the spiritual realm because it is not amenable to scientific analysis. As importantly, the predictive success of Newtonian theory, emphasizing the primacy of a physical Universe, made the existence of spirit and God an extraneous hypothesis that offered no explanatory principles needed by science. — Bruce Lipton

ASTROLOGY PREDICTIVE FORE GLANCE KNOW-HOW LIGHT FLASH IS NEEDED TO ALL HUMANS IN THIS MODERN CENTURY TO UNVEIL THE SECRETS OF GOD UNIVERSE FUTURE DIVINE DRAFT.SO,RESEARCH IN ASTROLOGY HAS TO BE DEMANDED ON AROUND THE GLOBE TO HAVE GRIP ON SOUL FACING NEXT MICRO SECOND. — Various

Business analytics or predictive modelling is a $100 billion industry, and $41 billion is spent on outsourced business analytics every year. I think that's about twice the size of the movie industry - it's really big. — Anthony Goldbloom

Someday soon, say predictive analytics experts, it will be possible for companies to know our tastes and predict our habits better than we know ourselves. — Charles Duhigg

no simple mechanism could do the job as well or better. It might simply be that nobody has yet found the simpler alternative. The Ptolemaic system (with the Earth in the center, orbited by the Sun, the Moon, planets, and stars) represented the state of the art in astronomy for over a thousand years, and its predictive accuracy was improved over the centuries by progressively complicating the model: adding epicycles upon epicycles to the postulated celestial motions. Then the entire system was overthrown by the heliocentric theory of Copernicus, which was simpler and - though only after further elaboration by Kepler - more predictively accurate.63 Artificial intelligence methods are now used in more areas than it would make sense to review here, but mentioning a sampling of them will give an idea of the breadth of applications. Aside from the game AIs — Nick Bostrom

For example, you could build many companies based on applying the cutting edge predictive analytics and data mining techniques commonly used at consumer web startups, quantitative hedge funds, etc., to less advanced industries. — Chris LoPresti

The more helpful our phones get, the harder it is to be ourselves. For everyone out there fighting to write idiosyncratic, high-entropy, unpredictable, unruly text, swimming upstream of spell-check and predictive auto-completion: Don't let them banalize you. Keep fighting. — Brian Christian

All descriptions of how near certainty is to be achieved are based primarily on emerging technologies. A Global Information Grid of "persistent surveillance" will gather information and share that information in a networked "collaborative information environment." Automated systems will fuse that intelligence and make possible "virtual collaboration among geographically dispersed" analysts who will generate intelligence and, ultimately, knowledge. Some even assume that this "robust intelligence" will deliver not only a clear appreciation for the current situation, but also generate "predictive intelligence" that will allow US forces to "anticipate the unexpected." Despite its enthusiastic embrace, the assumption of near-certainty in future war is a dangerous fallacy. — H.R. McMaster

Research has found that interviews are less predictive of job performance than work samples, job-knowledge tests, and peer ratings of past job performance. Even a simple intelligence test is substantially more predictive than an interview. — Chip Heath

predictive Analytics enabled the Big Data to deliver the actual usage and value to the businesses by putting the processed information to a real use. — Salvatore Gaukroger

Gribshin considered what he had just seen. He knew it was important. It belonged to the future, he was sure, but was it his future. He too was pleased by the sound the lock made as it closed: it was something predictive. In the echoing tintinnabulation of the lock's components colliding hard against each other were conjured the sonances of rifle shots and beyond them smoky images of milling crowds. The sounds and images vanished without revealing to Gribshin exactly what they promised. — Ken Kalfus

I'm afraid the workings of J.J. Abrams' mind falls outside the predictive capacity of any coherent theory. — Antony Garrett Lisi

(The subjects of What Should I Do With The Rest Of My Life) have convinced me that past failing can as easily prove preparatory as predictive. Age does not of itself limit on enable us. The choice is ours. — Bruce Frankel

I'm not really good at being predictive, so I guess I'm willing to be surprised. — Gwen Ifill

The "all truth" they would receive was not the truth about every bit of knowledge in the universe, from supernovas to DNA. The "truth" refers to the whole truth about everything bound up in Jesus Christ, the way, the truth, and the life. The Spirit will illuminate the things that are to come (John 16:13), not in a predictive sense, but in so far as he will unpack the significance of the events yet to come, namely Jesus' death, resurrection, and exaltation. The Spirit, speaking for the Father and the Son, will help the apostles remember what Jesus said and understand the true meaning of who Jesus is and what he accomplished (John 14:26). — Kevin DeYoung

I make no effort to predict the course of general business or the stock market. Period. However, currently there are practices snowballing in the security markets and business world which, while devoid of short term predictive value, bother me as to possible long term consequences. — Warren Buffett

The latter is useful for predictive purposes only to the extent that the individual participant, in the market relationship, is guided by economic interest. Through the use of this specific assumption about human motivation, scholars have been able to establish for economic theory a limited claim as the only positive social science. — Anonymous

These fascinating findings make it untenable to claim that personality ratings are irrelevant, or all in the eye of the beholder, or tell you nothing but some kind of story that the participant is spinning about himself. Being alive and having a successful partnership are profoundly important elements, in both experiential and evolutionary terms, of any human life, and so if some pen-and-paper rating scale that takes ten minutes to complete predicts them, however imperfectly, we should sit up and take notice. We should try to understand how it could be that such a scale could have any predictive value given the preposterous and unpredictable complexity of human life. That, of course, is what this book is about. — Daniel Nettle

Darwin's theory of evolution is a framework by which we understand the diversity of life on Earth. But there is no equation sitting there in Darwin's 'Origin of Species' that you apply and say, 'What is this species going to look like in 100 years or 1,000 years?' Biology isn't there yet with that kind of predictive precision. — Neil DeGrasse Tyson

Using predictive models from engineering and public health, designers will plan safer, healthier cities that could allow us to survive natural disasters, pandemics, and even a radiation calamity that drives us underground. — Annalee Newitz

Is that supposed to be ironic or predictive or something? — Penelope Fletcher

We can simplify the relationships between fragility, errors, and antifragility as follows. When you are fragile, you depend on things following the exact planned course, with as little deviation as possible - for deviations are more harmful than helpful. This is why the fragile needs to be very predictive in its approach, and, conversely, predictive systems cause fragility. When you want deviations, and you don't care about the possible dispersion of outcomes that the future can bring, since most will be helpful, you are antifragile. — Nassim Nicholas Taleb

To deny the predictive validity of race at this level is nonscientific and unrealistic. — J. Philippe Rushton

Disability is not predictive of the happiness of either the parent or the child, which reflects the larger puzzle that people who have won the lottery are, in the long run and on average, only marginally happier than amputees - people in each category having adjusted rather quickly to their new normal. — Andrew Solomon

Science is a way of life. Science is a perspective. Science is the process that takes us from confusion to understanding in a manner that's precise, predictive and reliable - a transformation, for those lucky enough to experience it, that is empowering and emotional. — Brian Greene

First, there is a large body of empirical evidence on the predictive accuracy of speculative markets, on everything from horse-racing to elections to invasions. "Put your money where your mouth is" turns out to be a great way to get the well informed to reveal what they know, and the poorly informed to quiet down. No system is perfect, but betting markets outperform other methods of prediction in a wide variety of circumstances. The PAM was inspired not by ivory tower theorizing, but by the proven success of betting markets in other areas. — Bryan Caplan

If all that you see, do, measure and discover is the will of a deity, then ideas can never be proven wrong, you have no predictive power, and you are at a loss to understand the principles behind most of the fundamental interconnections of nature. — Neil DeGrasse Tyson

Racism, at the individual level, can be seen as a predictive model whirring away in billions of human minds around the world. It is built from faulty, incomplete, or generalized data. Whether it comes from experience or hearsay, the data indicates that certain types of people have behaved badly. That generates a binary prediction that all people of that race will behave that same way. Needless to say, racists don't spend a lot of time hunting down reliable data to train their twisted models. And once their model morphs into a belief, it becomes hardwired. It generates poisonous assumptions, yet rarely tests them, settling instead for data that seems to confirm and fortify them. Consequently, racism is the most slovenly of predictive models. It is powered by haphazard data gathering and spurious correlations, reinforced by institutional inequities, and polluted by confirmation bias. — Cathy O'Neil

I think the least important thing about science fiction for me is its predictive capacity. — William Gibson

Unlike consumers' shopping habits and financial fraud, terrorism does not occur with enough frequency to enable the creation of valid predictive models," Jonas — Julia Angwin

Target isn't alone in its desire to predict consumers' habits. Almost every major retailer, including Amazon, Best Buy, Kroger supermarkets, 1-800-Flowers, Olive Garden, Anheuser-Busch, the U.S. Postal Service, Fidelity Investments, Hewlett-Packard, Bank of America, Capital One, and hundreds of others, have "predictive analytics" departments devoted to figuring out consumers' preferences. "But Target has always been one of the smartest at this," said Eric Siegel, who runs a conference called Predictive Analytics World. "The data doesn't mean anything on its own. Target's good at figuring out the really clever questions. — Charles Duhigg

open coding; development of concepts; grouping concepts into categories; formation of a theory. In the open coding stage, we analyze the text and identify any interesting phenomena in the data. Normally each unique phenomenon is given a distinctive name or code. The procedure and methods for identifying coding items are discussed in section 11.5.2. In the second stage, collections of codes that describe similar contents are grouped together to form higher level "concepts." In the third stage, broader groups of similar concepts are identified to form "categories" and there is a detailed interpretation of each category. In this process, we are constantly searching for and refining the conceptual construct that may explain the relationship between the concepts and categories (Glaser, 1978). In the last stage, theory formulation, we aim at creating inferential and predictive statements about the phenomena recorded in the data. — Jonathan Lazar

I'd rather fiddle with my phone for precious seconds than neglect an apostrophe; I'd rather insert a word laboriously keyed out than resort to predictive texting for a - acceptable to some - synonym. — Will Self

About seven years later I was given a book about the periodic table of the elements. For the first time I saw the elegance of scientific theory and its predictive power. — Sidney Altman

What we can imagine we can make real — Nadine May

When The Daily Muse initially wanted to launch a job board, our first ideas were insanely (and needlessly) complex. We wanted to integrate with social networks, gather rich personal data to build predictive algorithms, and put together numerous cool visualization tools before launching out to the world. We were just sure users would love it! — Kathryn Minshew

Traditional credentialing really doesn't have a lot of predictive value to if people will be successful. — Gabe Newell

Location is also predictive. Researchers at Microsoft found that location data can be used to predict fairly accurately where people will be located in the future. — Julia Angwin

Social science and humanities ... have a mutual contempt for one another, the former looking down on the latter as unscientific, the latter regarding the former as philistine ... The difference comes down to the fact that social science really wants to be predictive, meaning that man is predictable, while the humanities say that he is not. — Allan Bloom

Every part of your business will change based on what I consider predictive analytics of the future. — Ginni Rometty

How often a mother initiates a conversation with her child is not predictive of the language outcomes - what matters is, if the infant initiates, whether the mom responds. — Po Bronson

Science fiction is not predictive; it is descriptive ... Prediction is the business of prophets, clairvoyants, and futurologists. It is not the business of novelists. A novelist's business is lying ... Open your eyes; listen, listen. That is what the novelists say. But they don't tell you what you will see and hear. All they can tell you is what they have seen and heard, in their time in this world, a third of it spent in sleep and dreaming, another third of it spent in telling lies. — Ursula K. Le Guin

What if [Obama] is so outside our comprehension, that only if you understand Kenyan, anti-colonial behavior, can you begin to piece together [his actions]? That is the most accurate, predictive model for his behavior. — Newt Gingrich

That is the most accurate, predictive model for his behavior ... I think Obama gets up every morning with a worldview that is fundamentally wrong about reality ... If you look at the continuous denial of reality, there has got to be a point where someone stands up and says that this is just factually insane. — Newt Gingrich

[On technology:] A realm of intimate, personal power is developing
power of the individual to conduct his own education, find his own inspiration, shape his own environment, and share his adventure with whoever is interested. — Stewart Brand