Vocabulary
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- Statistical Inference
- conditional probability density
- Bayes estimator
- beta distribution
- binomial sample
- Dirichlet distribution
- multinomial sample
- maximum a posteriori (MAP) estimate
- maximum likelihood (ML) estimate
- exponential families of distributions
- conjugate prior distributions
- Automata Theory
- regular expression
- finite state machine
- Markov chain
- L-Markov process
- distinguishing sequence
- adaptive distinguishing sequence
- state transition diagram
- state transition matrix
- hidden Markov models
- context free grammars
- push-down automata
- Time Series Analysis
- linear regression
- moving average
- autocorrelation
- autoregressive
- linear system
- Delay Coodinate Embedding
- attractor
- chaotic
- delay coordinate
- diffeomorphism
- dynamical system
- embedding
- sampling rate
- Minimum Description Length
- information theory
- maximum entropy
- Gibbs Sampling
- Gibbs distribution
- Kullback-Leibler divergence
- Markov random fields
- simulated annealing
- statistical mechanics
- Fourier Transform
- aliasing
- amplitude
- convolution
- discrete Fourier transform
- fast Fourier transform
- frequency
- frequency domain
- Nyquist rate
- phase
- power (frequency) spectrum
- sampling rate
- time domain
- unit impulse (Dirac delta) function
- Singular Value Decomposition
- affine transformation
- basis
- linear transformation
- linear combination
- orthonormal basis
- orthogonal basis
- rank of a matrix
- singular values
- singular vectors
- spanning vectors
- vector space
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