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 |
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 |
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 |
Delay window, time-shift background, accidental coincidences, duplicate events and quality selection. |
|
\(g^{(2)}\) estimator |
Normalization, background window, width of the zero-delay peak and uncorrelated-channel checks. |
|
Covariance and posterior |
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 |
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 |
Sampling time, number of bits, number of spectral channels, number of telescopes and real-time correlator capacity. |
|
Response convolution |
The response kernel formed jointly by the detector pulse, cabling, amplifier, digitizer and software correlation window. |
|
Jitter budget |
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 |
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 |
Whether statistical, calibration, background, model and selection-function errors are all included. |
|
Proposal milestones |
Verifiable observables, target precision, null tests, deliverable data and failure criteria. |