Index of Common Formulas#

This formula index lists where each relation first appears in a settled form. When a later chapter needs the same set of quantities, return here and to the corresponding place in the main text first to check symbols, units, orders of magnitude and conditions of validity.

Event Tables, Counts and Likelihoods#

Topic

Location

Check when using

Photon event-table fields

Chapter A Guided Tour: What Does a Telescope Actually Record, and Where Is This Book Taking You?; instrument-level extensions in Chapter Detectors, Clocks, and Event Tables

Time reference, detector or telescope index, frequency channel, polarization, quality flags, spatial pixel and weight.

Time calibration

Chapter Detectors, Clocks, and Event Tables

Raw TDC time, clock drift, optical-path delay, barycentric correction and absolute synchronization.

Poisson counts

Chapter A Guided Tour: What Does a Telescope Actually Record, and Where Is This Book Taking You?

Whether the expected count includes source variability, background, exposure, selection function and dead time.

Unbinned point-process likelihood

Chapter Correlators and Event-Table Data Analysis

Whether event times are preserved; whether the rate model varies with time, energy or quality window.

Binned Poisson likelihood

Chapter Correlators and Event-Table Data Analysis; pedagogical projection in Chapter Teaching Experiments and Computational Experiments

Whether the bin width is appropriate relative to the physical time scale, the instrument response and the statistical count requirement.

Delay and pair count

Chapter Correlators and Event-Table Data Analysis

Delay window, time-shift background, accidental coincidences, duplicate events and quality selection.

\(g^{(2)}\) estimator

Chapter Correlators and Event-Table Data Analysis

Normalization, background window, width of the zero-delay peak and uncorrelated-channel checks.

Covariance and posterior

Chapter Correlators and Event-Table Data Analysis

Whether the data points are correlated; whether the prior and likelihood are written on the same data vector.

Coherence, Visibility and Intensity Interferometry#

Topic

Location

Check when using

Complex visibility

Chapter Spatial Coherence, van Cittert–Zernike, and Intensity Interferometry

Angular-coordinate units, projected baseline, wavelength, narrow-field approximation, bandwidth averaging and source model.

Uniform disk

Chapter Spatial Coherence, van Cittert–Zernike, and Intensity Interferometry

Whether the angular diameter is a radius or a diameter; whether limb darkening is needed; whether the baseline reaches near the first null.

Siegert relation

Chapter The Coherence Functions g^{(1)}, g^{(2)} and the Siegert Relation; spatial HBT in Chapter Spatial Coherence, van Cittert–Zernike, and Intensity Interferometry

Whether the thermal-light, chaotic-light or Gaussian-field approximation holds; whether polarization, spectrum and number of modes change the contrast.

Intensity-interferometry observation model

Chapter Spatial Coherence, van Cittert–Zernike, and Intensity Interferometry; calibration model in Chapter Common Misconceptions

Whether zero-baseline contrast, peak shape, instrumental crosstalk, selection function and statistical noise are kept separate.

Coherence time

Chapter The Coherence Functions g^{(1)}, g^{(2)} and the Siegert Relation; instrument-channel form in Chapter Detectors, Clocks, and Event Tables

Filter bandwidth, line width, central wavelength and frequency units.

Contrast dilution

Chapter The Coherence Functions g^{(1)}, g^{(2)} and the Siegert Relation

Electronic response, correlation bin, effective number of modes, polarization averaging and spectral averaging.

Background dilution

Chapter Detectors, Clocks, and Event Tables

Target flux fraction, night-sky brightness, companion stars, line-to-continuum ratio, dark counts and calibrator stars.

Intensity-interferometry SNR

Chapter Spatial Coherence, van Cittert–Zernike, and Intensity Interferometry; observational feasibility in Chapter Observation Design, Error Budget, and Feasibility

Photon rate, telescope area, integration time, equivalent bandwidth, $

Number of baselines

Chapter Spatial Coherence, van Cittert–Zernike, and Intensity Interferometry

Adding telescopes increases the number of correlation tasks quadratically; data rate and calibration complexity rise in step.

Instrument Response and Data Rates#

Topic

Location

Check when using

Data rate

Chapter Detectors, Clocks, and Event Tables

Sampling time, number of bits, number of spectral channels, number of telescopes and real-time correlator capacity.

Response convolution

Chapter Detectors, Clocks, and Event Tables

The response kernel formed jointly by the detector pulse, cabling, amplifier, digitizer and software correlation window.

Jitter budget

Chapter Detectors, Clocks, and Event Tables

Detector jitter, clock synchronization, fiber delay, trigger jitter and barycentric correction.

Event-table quality selection

Chapters Correlators and Event-Table Data Analysis and Teaching Experiments and Computational Experiments

Clouds, saturation, events near dead time, anomalous background, bad channels and target altitude.

Decomposition of calibration terms

Chapter Common Misconceptions

Astrophysical terms, instrumental terms, selection-function terms and random errors must not be mixed into a single free constant.

Estimation Theory and Mode Measurement#

Topic

Location

Check when using

Fisher information

Chapter Correlators and Event-Table Data Analysis; spatial-mode example in Chapter Quantum Estimation, the Rayleigh Limit, and SPADE Sub-Rayleigh Resolution

Whether the parameters, data vector, covariance, derivatives and prior match the actual observation.

Cramér–Rao lower bound

Chapter Quantum Estimation, the Rayleigh Limit, and SPADE Sub-Rayleigh Resolution

The bound is a result under local, unbiased or asymptotic conditions; systematic errors are not automatically included.

Quantum Fisher information for a Gaussian source

Chapter Quantum Estimation, the Rayleigh Limit, and SPADE Sub-Rayleigh Resolution

Whether the source is a weak, equally bright, incoherent two-point source; whether the PSF is known.

SPADE mode probabilities

Chapter Quantum Estimation, the Rayleigh Limit, and SPADE Sub-Rayleigh Resolution

Mode basis, centroid localization, crosstalk matrix, background and finite photon number.

SII Fisher matrix

Chapter Quantum Estimation, the Rayleigh Limit, and SPADE Sub-Rayleigh Resolution

$

Mixed statistics

Chapter Common Misconceptions

The flux fractions of several independent components dilute the correlated excess quadratically.

Fano factor

Chapter Common Misconceptions

Slowly varying sources, dead time and afterpulsing can all produce non-Poisson counts.

Multiple testing

Chapter Common Misconceptions

Time bins, frequency channels, baselines, number of targets and a posteriori windows all enter the trial count.

Astrophysical Source Models#

Topic

Location

Check when using

Brightness temperature

Chapter The Quantum Language of Astrophysical Radiation Mechanisms

Whether the Rayleigh–Jeans approximation applies; whether angular scale, distance and flux density are independently constrained.

Thermal radiation and occupation number

Chapter The Quantum Language of Astrophysical Radiation Mechanisms

Frequency, temperature and mode occupation number determine whether thermal-light statistics are appreciable.

Synchrotron radiation and polarization

Chapter The Quantum Language of Astrophysical Radiation Mechanisms

Electron energy spectrum, magnetic field, viewing angle and Faraday effect.

Maser gain

Chapter The Quantum Language of Astrophysical Radiation Mechanisms

Population inversion, velocity-coherence length, degree of saturation and pump fluctuations.

Stellar effective temperature

Chapter Stars as Quantum Light Sources; case-study version in Chapter First-Generation Quantum-Astronomy Science Cases

Angular diameter, bolometric flux, extinction and calibrator stars.

Binary-star visibility

Chapter Stars as Quantum Light Sources; science case in Chapter First-Generation Quantum-Astronomy Science Cases

Flux ratio, angular separation, position angle, multi-epoch orbit and mirror degeneracy.

Line/continuum separation

Chapter Stars as Quantum Light Sources; case-study version in Chapter First-Generation Quantum-Astronomy Science Cases

Line flux fraction, continuum angular scale and filter leakage.

Transient angular expansion

Chapter Bursts, Transients, and Multi-Messenger Quantum Astronomy; case-study version in Chapter First-Generation Quantum-Astronomy Science Cases

Trigger time, velocity model, departures from spherical symmetry and epoch-to-epoch evolution.

Type Ia distance toy model

Chapter Teaching Experiments and Computational Experiments

Photospheric velocity, explosion time, angular-radius error and radiative-transfer model.

Propagation, Cosmology and Quantum Networks#

Topic

Location

Check when using

Dispersion delay

Chapter Propagation Effects: Plasma, Dust, and Gravitational Lensing

Frequency units, DM decomposition, intra-channel broadening and plasma approximation.

Faraday rotation

Chapter Propagation Effects: Plasma, Dust, and Gravitational Lensing

Polarization-angle convention, frequency coverage, intrinsic angle and foreground subtraction.

Scattering convolution

Chapter Propagation Effects: Plasma, Dust, and Gravitational Lensing

Multipath propagation, pulse broadening, deconvolution and selection effects.

Gravitational lensing

Chapter Propagation Effects: Plasma, Dust, and Gravitational Lensing

Mass model, source position, time delay and microlensing.

Axion polarization rotation

Chapter Dark Matter, Axions, and the Polarization Quantum Channel

Frequency dependence, time modulation, polarization calibration and the ordinary Faraday term.

CMB likelihood

Chapter Quantum Problems in Cosmology

\(C_\ell\), covariance, foregrounds and cosmic variance.

Quantum-network resources

Chapter Quantum-Network Telescopes

Link loss, storage time, frequency conversion, fidelity and the astronomical photon rate actually available.

Observational error budget

Chapter Observation Design, Error Budget, and Feasibility

Whether statistical, calibration, background, model and selection-function errors are all included.

Proposal milestones

Chapter From White Paper to Research Plan

Verifiable observables, target precision, null tests, deliverable data and failure criteria.