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Ability of a scientific theory to generate testable predictions
concept of predictive power, the power of a scientific theory to generate testable predictions, differs from explanatory power and descriptive power (where
Predictive_power
Statistical techniques analyzing facts to make predictions about unknown events
Predictive analytics encompasses a variety of statistical techniques from data mining, predictive modeling, and machine learning that analyze current
Predictive_analytics
Form of modelling that uses statistics to predict outcomes
mathematics, predictive modelling is the use of statistics to predict outcomes. Most often the event one wants to predict is in the future, but predictive modelling
Predictive_modelling
Chicago Board Options Exchange Volatility index
inverse of price and has no predictive power.[better source needed] According to some,[who?] VIX should have predictive power as long as the prices computed
VIX
Predictive model of human movement
as Fitts' law) is a predictive model of human movement primarily used in human–computer interaction and ergonomics. The law predicts that the time required
Fitts's_law
Concept in social psychology
theory has been criticised for having far greater explanatory power than predictive power. That is, while the relationship between independent variables
Social_identity_theory
Disputed equity valuation model
(both in the United States, and international markets), and has poor predictive power for future returns on a 1, 5 and 10-year basis. The relationship can
Fed_model
success is a concept closely related to conditional power and predictive power. Conditional power is the probability of observing statistical significance
Probability_of_success
Statement about a future event
University Press. ISBN 978-0-521-68567-2. Siegel, Eric (2013). Predictive Analysis: The Power to Predict Who Will Click, Buy, Lie, or Die. Hoboken, NJ: John Wiley
Prediction
Pseudoscientific personality questionnaire
considered useful in psychological practice or study, since it lacks predictive power. According to University of Pennsylvania professor Adam Grant, "There
Myers–Briggs_Type_Indicator
Advanced method of process control
recent years it has also been used in power system balancing models and in power electronics. Generalized predictive control (GPC) and dynamic matrix control
Model_predictive_control
Ability of a theory to explain a subject
high accuracy and precision of the description; it offers greater predictive power (if it offers more details about what should be expected to be seen
Explanatory_power
Term in film awards season for sweeping the three major U.S. critics' groups
List, The Hurt Locker) winning. Acting Trifectas are rarer but highly predictive; winners like Cate Blanchett (Blue Jasmine, Tár) have gone on to Oscar
Trifecta_(film_awards)
Diagnostic plot of binary classifier ability
predictive power, simply reversing its decisions leads to a new predictive method C′ which has positive predictive power. When the C method predicts p
Receiver operating characteristic
Receiver_operating_characteristic
Market research metric
promoter approach claim that the "recommend" question is of similar predictive power to other metrics, but that it presents a number of practical benefits
Net_promoter_score
defending the practice of astrology, Ptolemy acknowledged that the predictive power of astronomy for the motion of the planets and other celestial bodies
Astrology_and_science
Degree of variation of a trading price series over time
composition of most volatility forecasting models, critics claim that their predictive power is similar to that of plain-vanilla measures, such as simple past volatility
Volatility_(finance)
variable. Predictive power is a function of a parameter(s), therefore predictive power is also a variable. Both conditional power and predictive power use statistical
Predictive probability of success
Predictive_probability_of_success
1970 study on delayed gratification
economic background, rather than willpower, explained the other half. The predictive power of the marshmallow test was challenged in a 2020 study. Work done in
Stanford marshmallow experiment
Stanford_marshmallow_experiment
to predictive validity, where one measure occurs earlier and is meant to predict some later measure. In both cases, the (concurrent) predictive power of
Concurrent_validity
Movement of prices shown on a candlestick chart
However, there are some disputes on whether the K-line patterns have predictive power in academia. Candlesticks are graphical representations of price movements
Candlestick_pattern
Security analysis methodology
strong evidence that the levels help to predict intraday trend interruptions", although the "predictive power" of those levels was "found to vary across
Technical_analysis
Method of deducing if a new experiment gives more information than pre-existing ones
variable, indicating whether that variable offers significant additional predictive power for the dependent variable over other variables. Using the change in
Incremental_validity
Economic model for international trade
considerations (such as tariffs) in the hopes of increasing the model's predictive power, or as a mathematical way of discussing macroeconomic policy options
Heckscher–Ohlin_model
Concept in information theory
learning techniques. Perplexity per word, a measure that quantifies the predictive power of a language model, has remained central to evaluating models like
Perplexity
Term
ocean sciences dealing with validating, verifying and determining the predictive power of prognostic model forecasts. Because of the complexity of these models
Forecast_verification
Model of algorithmic learning
approximately correct (PAC) learning, where the learner is evaluated on its predictive power of a test set. Occam learnability implies PAC learning, and for a wide
Occam_learning
Credit scoring system
its inception in 2006. Each new version aims to improve the model's predictive power and adapt to changing credit landscapes. The original VantageScore
VantageScore
Theory that links behavior and beliefs
theory was elaborated by Icek Ajzen with the purpose of improving the predictive power of the theory of reasoned action (TRA). Ajzen's idea was to include
Theory_of_planned_behavior
Suicide risk assessments, as currently practised, lack sufficient predictive power to guide treatment decisions or prevent suicide reliably. Data suggest
Assessment_of_suicide_risk
Observation that perception requires more computation than reasoning
what the AI community finds it worthwhile to work on" instead of "predictive power about which problems are going to be easy or hard for AI." AI effect
Moravec's_paradox
Statement based on repeated empirical observations that describes some natural phenomenon
to formulate scientific laws, though these generally have much less predictive power. A scientific law always applies to a physical system under repeated
Scientific_law
Use of predictive analytics to direct policing
Predictive policing is the usage of mathematics, predictive analytics, and other analytical techniques in law enforcement to identify potential criminal
Predictive_policing
Israeli-American economist
noted that the predictive power of the Fed model stopped working almost as soon as he noted the relationship. In 1999, Yardeni predicted that the Year
Ed_Yardeni
Set of statistical processes for estimating the relationships among variables
researcher must carefully justify why existing relationships have predictive power for a new context or why a relationship between two variables has a
Regression_analysis
leave out relevant information or become over-parameterized and lose predictive power. Through a focus on only the relevant patterns in the real system,
Pattern-oriented_modeling
Addition to a theory to prevent falsification
complex, but is never falsified. This is often at a cost to the theory's predictive power, however. Ad hoc hypotheses are often characteristic of pseudoscientific
Ad_hoc_hypothesis
Type of interview
perform well in the job role, other methods of selection provide greater predictive power and often lower costs. As discussed previously, interviews with more
Job_interview
Used to assess the predictive power of hydrological models
Nash–Sutcliffe model efficiency coefficient (NSE) is used to assess the predictive skill of hydrological models. It is defined as: NSE = 1 − ∑ t = 1 T (
Nash–Sutcliffe model efficiency coefficient
Nash–Sutcliffe_model_efficiency_coefficient
Feedback control system
Predictive controllers rely on optimum control systems theory and aim to solve a cost function minimization problem. Predictive controllers are relatively
Predictive control of switching power converters
Predictive_control_of_switching_power_converters
American academic administrator (born 1963)
teaching there as a visiting professor since 2004 How habit limits the predictive power of intention: The case of information systems continuance Straub, Detmar;
Moez_Limayem
Stock market valuation measure
44.1.055 Kenourgios, D., Papathanasiou, S. & Bampili, A.C. On the predictive power of CAPE or Shiller’s PE ratio: the case of the Greek stock market.
Cyclically adjusted price-to-earnings ratio
Cyclically_adjusted_price-to-earnings_ratio
Theory of reinforcement learning
understood in which the monkey operates. However, it has explanatory and predictive power when applied to humans, and it has been used by therapists practicing
Premack's_principle
General attitude of investors to market price development
predictor for daily mutual fund flows. Da et al. (2014) concludes that such type of sentiment data "...has significant incremental predictive power for
Market_sentiment
1960 article by Eugene Wigner
points the way to further advances in that theory and has empirical predictive power in describing nature. Albert Einstein and the philosopher Alfred North
The Unreasonable Effectiveness of Mathematics in the Natural Sciences
The_Unreasonable_Effectiveness_of_Mathematics_in_the_Natural_Sciences
Statistical measure
errors in predictions for various data points into a single measure of predictive power. RMSD is a measure of accuracy, to compare forecasting errors of different
Root_mean_square_deviation
Statistical measures of whether a finding is likely to be true
predictive value, the two are numerically equal. In information retrieval, the PPV statistic is often called the precision. The positive predictive value
Positive and negative predictive values
Positive_and_negative_predictive_values
Finance hypothesis
1985 and 2010, however, the negative predictive power had been reduced to 50%, or in other words, no predictive power at all. January effect Super Bowl indicator
January_barometer
Question of whether inductive reasoning leads to definitive knowledge
past means it will be a reliable predictor in the future; or Popperian corroboration is no indicator of predictive power at all, so there is no rational
Problem_of_induction
Type of topological solutions in non-linear sigma models
properties, which appear to be correct to about 30%, a significant level of predictive power. Hollowed-out skyrmions form the basis for the chiral bag model (Cheshire
Skyrmion
Difficulties arising when analyzing data with many aspects ("dimensions")
that with a fixed number of training samples, the average (expected) predictive power of a classifier or regressor first increases as the number of dimensions
Curse_of_dimensionality
American psychologist (born 1942)
studies have been properly predictive, by a non-standard definition of prediction in which all that is required is that predictive variables, but not their
John_Gottman
Determining the probability of future events based on past events
the stream of bits. Programs that are already longer than n have no predictive power. The raw (or prior) probability that the pattern of bits is random
Inductive_probability
detects putative motif instances in protein sequences. To improve the predictive power, context-based rules and logical filters are being developed and applied
Eukaryotic Linear Motif resource
Eukaryotic_Linear_Motif_resource
Popularity analysis of search queries
strong predictive power for macroeconomic series. For example, a paper published in 2020 shows that a large panel of Google Trends predictors can forecast
Google_Trends
Measure of a scholar's citation impact
PMID 17183295. S2CID 3099364. Hirsch, J. E. (2007). "Does the h-index have predictive power?". PNAS. 104 (49): 19193–19198. arXiv:0708.0646. Bibcode:2007PNAS.
H-index
ESPN predictive rating system
Football Power Index (abbreviated as FPI) is a predictive rating system developed by ESPN that measures team strength and uses it to forecast game and
Football_Power_Index
Business intelligence software company
Retrieved 2026-05-20. "Board Acquires Prevedere to Deliver Unmatched Predictive Power for Enterprise Planning". Silicon UK. 2024-11-13. Retrieved 2026-05-20
Board_International
Hypothesis about sapient life and the universe
predictions such as "gravity won't change tomorrow". To gain more predictive power, additional assumptions on the prior distribution of alternative universes
Anthropic_principle
American non-governmental organization
the ACLED data did not add predictive power for coup forecasting. However, 23 successful and unsuccessful changes in power through coups have occurred
Armed Conflict Location and Event Data
Armed_Conflict_Location_and_Event_Data
Theory of the "selfish gene"
evolutionary theory that is the most empirically validated, has the greatest predictive power, and has the broadest applicability. The gene-centered view of evolution
Gene-centered view of evolution
Gene-centered_view_of_evolution
Accountancy system
Melse, "Momentum Accounting for trends. Relevance, explanatory and predictive power of the framework of triple-entry bookkeeping and momentum accounting
Momentum accounting and triple-entry bookkeeping
Momentum_accounting_and_triple-entry_bookkeeping
Rate of energy expenditure by an endotherm at rest
subjects, it was found that body weight and fat-free mass had similar predictive power when used to estimate BMR, their respective combination with gender
Basal_metabolic_rate
1994 book
emphasized by Murray and Herrnstein measures only agreement among tests—not predictive power for socioeconomic outcomes. By the same token, one could also argue
The_Bell_Curve
Financial instrument
degree days, assuming a normal distribution is usually warranted. The predictive power of such a model is rather limited. A better result can be obtained
Weather_derivative
Model for assessing likelihood of bankruptcy
devoid of predictive content ... Altman demonstrates that failed and non-failed firms have dissimilar ratios, not that ratios have predictive power. But the
Altman_Z-score
Information systems user theory
understanding organizational technology adoption, and demonstrated that good predictive power can be achieved even with simple models when proper initial screening
Unified theory of acceptance and use of technology
Unified_theory_of_acceptance_and_use_of_technology
Falsifiable explanation of natural phenomena
greater predictive accuracy is achieved. Since each new version of a theory (or a completely new theory) must have more predictive and explanatory power than
Scientific_theory
Scientific models assumption of facts
ideal case. If an approximation is accurate, the model will have high predictive power; for example, it is not usually necessary to account for air resistance
Idealization (philosophy of science)
Idealization_(philosophy_of_science)
In-group favoritism is easily prompted
thought to be "uninteresting" and not offering any real explanatory or predictive power. Tajfel instead developed social identity theory's motivational explanation
Minimal_group_paradigm
Pakistani political scientist (1933–1999)
and trends of the 20th century were noted for their astuteness and predictive power." Edward Said listed Ahmad as one of the two most important influences
Eqbal_Ahmad
Statistical model for asset pricing in finance
no relationship. Assuming stocks are first partitioned by size the predictive power of β then disappears. They discuss whether β can be saved and the
Fama–French three-factor model
Fama–French_three-factor_model
Technique to make a model more generalizable and transferable
developing a simple predictive test for a disease in order to minimize the cost of performing medical tests while maximizing predictive power. A sensible sparsity
Regularization_(mathematics)
Predictive psychology theory about why people remain in relationships
investment model of commitment, originally described by Caryl E. Rusbult, is a predictive psychological theory that aims to explain why people remain in relationships
Investment model of commitment
Investment_model_of_commitment
Pattern seen in stock market chart
ISBN 978-0470182017. Caginalp, Gunduz; Laurent, Henry (1998). "The Predictive Power of Price Patterns". Applied Mathematical Finance. 5 (3): 181–205. doi:10
Morning star (candlestick pattern)
Morning_star_(candlestick_pattern)
Penetration of a cancer into the blood and/or lymph vessels
urothelial carcinoma, LVI is an independent predictor of a poorer prognosis that has more predictive power than tumour stage. In sporadic colorectal carcinoma
Lymphovascular_invasion
student will graduate. While the "predictive power of test scores has gone up," the report adds, "the predictive power of high school grades has gone down
Standardized testing in education
Standardized_testing_in_education
System of astrology used in the Western world
January 4, 2012, at the Wayback Machine, An account of a test of the predictive power of astrology, with references to other experiments. Hand, Robert (1981)
Western_astrology
Statistical algorithm
adjusts these transformations until it finds the ones that maximize the predictive power of the regression model. In statistics, a nonlinear transformation
Alternating conditional expectations
Alternating_conditional_expectations
Numerical expression representing a person's creditworthiness
credit bureaus include both positive and negative data, increasing the predictive power of the individual scores. TransUnion (formerly ITC) offer the Empirica
Credit_score
Biophysics of the interactions between virus and cells
details of all processes involved in viral infections with reliable predictive power. Having such a quantitative understanding of viruses would not only
Virophysics
Ranking system for men's national association football teams
Retrieved 2 July 2018. J. Lasek, Z. Szlávik and S. Bhulai (2013), The predictive power of ranking systems in association football, Archived 26 July 2014 at
World_Football_Elo_Ratings
Branch of feminism
to produce an even stronger theory of sexual selection with greater predictive power than the one he actually developed. Marlene Zuk argues that Victorian
Darwinian_feminism
Braxton (May 2013). "Ranking rankings: an empirical comparison of the predictive power of sports ranking methods". Journal of Quantitative Analysis in Sports
Sports_rating_system
Misuse of data analysis
theory's predictive power versus the null hypothesis. This process ensures that no one can accuse the researcher of hand-tailoring the predictive model to
Data_dredging
Philosophical concept
"[clarifies] the logic of mentalistic explanations of behaviour, their predictive power, and their relation to other forms of explanation" (Bolton & Hill,
Intentional_stance
for Atmospheric Research, Yellowstone's purpose was to improve the predictive power of Earth system science simulation to benefit decision-making and planning
Yellowstone_(supercomputer)
Computer telephony software
requirement. The heuristic approach of "predictive" diallers is based upon how long agents have remained on calls to predict the availability of agents, and how
Auto_dialer
1993 film by Marco Brambilla
Willmore, Alison (April 16, 2020). "The Writer of Demolition Man on the Predictive Power of His 1993 Movie". Vulture. Vox Media. Archived from the original
Demolition_Man_(film)
Statistical property of measurement
several examples of cultural constructs that have high explanatory power and predictive power in cross-cultural comparisons, yet fail the tests for invariance
Measurement_invariance
Phrase to describe the mechanism of natural selection
natural selection are testable and falsifiable by virtue of their predictive power. Shermer, for example, points out that population genetics accurately
Survival_of_the_fittest
Overview of the classification of the condition of obesity
35, measurement of waist circumference however adds little to the predictive power of BMI as most individuals with this BMI have abnormal waist circumferences
Classification_of_obesity
Self-evaluation of personality traits
dispositional predictor of job satisfaction, demonstrating stronger predictive power than the Big Five personality traits or Positive/Negative Affectivity
Core_self-evaluations
Finance model linking expected return to systematic risk
consistently resolve the underlying empirical failures of the model's predictive power over long horizons. The SML graphs the results from the capital asset
Capital_asset_pricing_model
American academic (born 1952)
duration. Goldstein returned to this subject in 2005 in a paper, "Predictive power of long wave theory, 1989-2004". The Real Price of War: How You Pay
Joshua_S._Goldstein
Computational method in Bayesian statistics
posterior predictive distribution of summary statistics to the summary statistics observed. Beyond that, cross-validation techniques and predictive checks
Approximate Bayesian computation
Approximate_Bayesian_computation
Computer adaptive test (CAT)
score and undergraduate GPA)[clarification needed] provided the best predictive power (0.45 correlation) for the first-year performance on MBA core courses
Graduate Management Admission Test
Graduate_Management_Admission_Test
Capability to understand one's emotions
a fair amount of predictive validity for job performance after controlling Big Five traits and IQ. However, the greater predictive validity of trait
Emotional_intelligence
Predictive model interchange format
The Predictive Model Markup Language (PMML) is an XML-based predictive model interchange format conceived by Robert Lee Grossman, then the director of
Predictive Model Markup Language
Predictive_Model_Markup_Language
2001 book by John Mearsheimer
stating its key assumptions, evolution from early realist theory, and its predictive capability. An article adapted from the book had previously been published
The Tragedy of Great Power Politics
The_Tragedy_of_Great_Power_Politics
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