24 problems
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Shiryaev–Roberts procedure's RIADD optimality conjecture
Let be a detection procedure, and let and denote expectation when the change occurs at time and when no change occurs, respectively. De…
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Conjecture on asymptotic simplification of optimal stopping rules for vanishing error probabilities
The nonparametric Kiefer--Weiss problem considers sequential testing with error probabilities tending to zero, equivalently as , where is the parameter governing th…
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Conjecture on comparable performance under alternative distributions in sequential membership inference
The statistics , , and are considered in the sequential membership inference setting. The uniform d…
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Validity of the framework for broader classes of moving boundaries
Let be the moving boundary used by the textsc{StageSampling} procedure, which adaptively samples at a design point and stops when the accumulated statistic satisfie…
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Stability conjecture for approximate optimality of the MSPRT
Let be the hypotheses in a general non-i.i.d. stochastic model, and let denote the log-likelihood ratio between…
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Asymptotic optimality of the multistream finite moving average detection procedure
Asymptotic optimality conjecture. Asymptotic optimality properties hold for this multistream finite moving average detection procedure.
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Exponential-order conjecture for the no-change run length of online Kernel CUSUM
Exponential-order conjecture. The current analysis conjectures that
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Uniform error-control conjecture for the proposed change-diagnosis scheme
Consider the proposed sequential change-diagnosis scheme, operating over possible change-points. Uniform error control means that its error probability is bounded by the prescribed…
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Uniform tail-bound conjecture for the proposed and Vector CuSum schemes
For a family of constants … let … Here is the relevant CuSum statistic, and is the stopping time for threshold parameters and . Uniform tail-bound co…
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The minimax signal-to-noise scaling conjecture for online change point detection
Minimax scaling conjecture. The scaling
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Conjectured dependence conditions for asymptotic conditional independence in sequential U-statistic tests
Dependence-structure conjecture. This conditional-asymptotic approach should be possible if a suitable dependence structure allowing, for example, for big-block-small-block argumen…
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SR-test performance conjecture for LPD communication
Let denote the change-point time, the covertness requirement, and and satisfy the conditions considered for LPD communication under the Shewhart, CUSUM, a…
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Periodic-threshold optimality conjecture for minimax quickest change detection
In a periodic independent, identically distributed model, consider quickest change detection under Lorden's minimax criterion, and allow stopping algorithms whose thresholds vary p…
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Non-optimality of single-threshold policies for minimax change detection
Consider a non-Bayesian or minimax version of the change-detection problem studied in the paper, and let the false alarm rate vary over its possible values. A single-threshold poli…
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Existence of a classical Shiryaev example with differing algorithm performance
The classical Shiryaev formulation compares the periodic-Shiryaev algorithm with the classical Shiryaev algorithm for detecting a change, using false-alarm and delay penalties. Exi…
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Third-order asymptotic optimality of the Shiryaev–Roberts procedure
Third-order asymptotic optimality conjecture. For the Pollak min-max criterion, when is initialized with , the stopping rule is third-order asymptotically…
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The inequality for the Shiryaev–Roberts optimality condition
Let be the function defined by the integral equation in the paper, let be the positive constant determined by … and let . The inequality conject…
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Optimality of Low-Sum-CUSUM with corrupt sensors
Let sensors monitor for a change, of which at most may be corrupt. The Low-Sum-CUSUM procedure stops when the sum of the smallest local CUSUM statistics crosses a fix…
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Second-order and non-i.i.d. asymptotic optimality of multiple testing procedures
The paper considers multiple testing procedures for independent streams of data that control the familywise error probabilities of both types. The procedures are evaluated by their…
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The virtual-arm replacement conjecture for M-LUCB complexity
Let the virtual arm have mean , where the arms in the first action are denoted by and the remaining arms are the other arms. Virtual-arm re…
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Shiryaev–Roberts– third-order asymptotic minimax conjecture
Let denote the Shiryaev–Roberts– procedure with threshold and initialization point . For a false-alarm constraint…
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Stationarity conjecture for optimal multistage sampling procedures
Let denote the geometric sampling procedure whose probability of stopping at the end of each stage is constant across stages, with the stopping probability al…
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Conjecture on simple information time for response-adaptive randomization procedures
Information-time conjecture. This simple form of information time is true for most response-adaptive randomization procedures.
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Worst-changepoint-at-infinity conjecture for the SR- procedure
Worst-changepoint-at-infinity conjecture. The worst changepoint for the SR- procedure is at infinity: the supremum of the conditional average detection delay over changepoints i…