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Paper Citation Record · LEDGER

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process

As of 17 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2502.04027.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.04027 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T23:52:09.274840Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T21:07:26.532851Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

  • verified exact3
  • verified fuzzy16
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf00b1a4-c4f0-49e0-92f9-c4595cbec628 · outbound

This paper cites and Li, J.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Li, J

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.739550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.179937Z digest=sha256:052bd3755429a7ee1ce2878d30eb03bbdaea9615d1ac43b95993f737e0e85d55

Observation 3cbdcbad-9f4c-4006-968d-a737651d6bbe · outbound

This paper cites and Muzy, J.-F.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Muzy, J.-F

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.731831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.183060Z digest=sha256:6df2f68eca43c350bb056807e49d23eb2c1f81d54218575ad93760cea3ddb92f

Observation 26bebe56-7f8c-493b-b44a-c69088777d62 · outbound

This paper cites Price-Aware Automated Market Makers: Models Beyond Brownian Prices and Static Liquidity.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Price-Aware Automated Market Makers: Models Beyond Brownian Prices and Static Liquidity

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T23:52:09.185871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T23:52:09.185871Z digest=sha256:81b426f6bb51ebc7ae7682604478057ea393409d5c70093d91320cadf928e439

Observation 706f0f34-a5be-4715-8842-b08be23691f7 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.723751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.188903Z digest=sha256:f6431728e664716ec283478123d12a3faf3079c62ce306f43909f40d8d492ff5

Observation c6b2f975-e411-4c8b-8f37-6332759a3970 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.715559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.191876Z digest=sha256:99bb3017f2422e63c7d61d247aca0c4779c78d9a617757f239efccd87400dca6

Observation a219a23d-dc33-4df2-99a7-4b9c47c1adf6 · outbound

This paper cites The Dark Side of NFTs: A Large-Scale Empirical Study of Wash Trading.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process The Dark Side of NFTs: A Large-Scale Empirical Study of Wash Trading

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-08T23:52:09.400372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.195179Z digest=sha256:194a3098ae4e3245fdd647b29b3d10cfefe804d09350ee5bb83958b3695f52e5

Observation 719fe45d-ed26-4da2-b361-c9746e4ffba4 · outbound

This paper cites W., Li, X., Tang, K., and Yang, Y.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process W., Li, X., Tang, K., and Yang, Y

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.707746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.199100Z digest=sha256:21da2d628fd06609116cc649e88af49fd04c0cbcb3c23b4df7ee352b6f157e8a

Observation d0865e97-bace-49be-8ecd-1b005f979d9e · outbound

This paper cites J., Vere-Jones, D., et al.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process J., Vere-Jones, D., et al

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.699857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.201978Z digest=sha256:7233d81ae083e63d2940143f8fe1735aef89bd880c3c4657eb5ee4036a0d7496

Observation b227967b-bc45-4709-8b3d-25de311cfaac · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.692252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.204732Z digest=sha256:6629d6af538c34f320eec4c70f6693191fd4f874d10565f3fe4c8a570b0d9f2c

Observation 642d1cea-a93f-4836-a7a6-0a139a2517ad · outbound

This paper cites and Muni Toke , I.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Muni Toke , I

Reference 10

Resolution
verified exact
raw_fallback, observed 2026-08-08T23:52:09.387463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.207515Z digest=sha256:702771680bad8dc13ab2c55642527f616cdc5b54f77e5908934596563264fa2b

Observation dd78e0c7-45ce-460f-aed1-2ab0f8b74dc4 · outbound

This paper cites Can AI Detect Wash Trading? Evidence from NFTs.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Can AI Detect Wash Trading? Evidence from NFTs

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-08-08T23:52:09.312968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.210421Z digest=sha256:2a4a3adfe474f514ef5b97771961b4bca11efe553a88e4385007f1566a4702d7

Observation 8b60e4a9-a954-4a0a-a59b-bab90d3d52ec · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.684048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.213793Z digest=sha256:2726e65070061f73cc9e2dc75dde3aecf3d7bff7f5731f7b85fb2ebcba5221ce

Observation f4b26160-deb0-40eb-ac07-90a81011477e · outbound

This paper cites and Tas, B.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Tas, B

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.676184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.216590Z digest=sha256:be23b6d2b6ef0ea4edeaddd2b873c873253dc79805c9d630e3e05b3694ab2b48

Observation b85a7a79-cff8-41d6-97da-bdd4ee5d7f73 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.667499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.219305Z digest=sha256:58e2a52d2620eec8e9a525f36ddec860ecc969178439fcafd4d11bada7288145

Observation ed97224e-27ee-4fa4-beba-b9c4d762b078 · outbound

This paper cites and Saito, H.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Saito, H

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.659743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.222051Z digest=sha256:4d798481f97b38e693b6f645a82a033ad04c8362d0f22604fe54a909c46b0386

Observation 1f6c3854-0f59-488f-a036-2df9fd2d66d0 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.652102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.224817Z digest=sha256:00b696a5ab41aff448c40db18b2aba6c40a896b132d97a26e6f03d0309978b3f

Observation 06a3067a-f098-430c-b86f-163740b725ed · outbound

This paper cites and Abergel, F.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Abergel, F

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.644148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.227196Z digest=sha256:b4a241c33e89306caebbdfe6f744d07d6f55edb8cff1252428651eef8a750e73

Observation f815c281-bfac-4618-807e-e924f4ffcf15 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.636022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.229414Z digest=sha256:c5d48125fba7b434fda20c435e42ad190614812a85c2d98fbf9ac0857054d030

Observation 3a8f3f47-7676-4c26-afe4-4d22352a64e5 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.628503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.231600Z digest=sha256:03dca10f2ec47c0a6325207c563ef0cf53c0183c0e9515ec11d504a6006dc3c1

Observation fe6c523b-8701-494b-bac6-ce52f5370e64 · outbound

This paper cites and Pakkanen, M.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Pakkanen, M

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.620810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.234135Z digest=sha256:3058d8768ae000bcdca8e334b53bd65b5120789d150720546464744e5e24a927

Observation 5ca4818a-e012-436e-b8a5-c58b8d259692 · outbound

This paper cites and Yoshida, N.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Yoshida, N

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.612062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.236498Z digest=sha256:906b7dd8d42cb3a350580c62e3f0a61bfd6e40b0570949bc07b2dc2b251e63bf

Observation a54e826f-d2db-4be5-aca4-e4ca00755d85 · outbound

This paper cites and Yoshida, N.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Yoshida, N

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.604231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.238814Z digest=sha256:1e015083853d66de8313cb01f3288fa6e32be085fac3e71b75640561f66f4c3b

Observation fec32200-b73d-4d06-8ce6-d77bf6fa3534 · outbound

This paper cites and Neugebauer, T.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Neugebauer, T

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.596439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.241157Z digest=sha256:30c28d3a568eee0e9de23a2844920a6dbe98e67734cb55b4435c78a00f2631fb

Observation 27c650e7-93e2-41fc-a8fc-80e0b5e70f66 · outbound

This paper cites and Spagnolo, N.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Spagnolo, N

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.588290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.243524Z digest=sha256:cd8f38878206122070360ffa3d41a48a8a3a639e33915c1908ba8c273b1415ef

Observation c1902643-dcf2-439c-b563-a9303cac74ac · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.500165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.245945Z digest=sha256:17a507123a499e70c80145d14977202eeeb90cbe45eb96fde9809ea70d083952

Observation 725cf10d-afb9-4dd5-995d-a90bcf654c2a · outbound

This paper cites J., Ephraim, Y., and Dieguez, E.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process J., Ephraim, Y., and Dieguez, E

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.492346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.248510Z digest=sha256:37ac2487c003d72b94e5007cde93cacd1993e65d33fe5873b00eb2657fcae9c7

Observation c7aa36cd-aef5-4765-a785-6d01861af1e8 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.484547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.251075Z digest=sha256:2a1383347ea3f7dcbe7c16ede0265295e6cf7886a218edbf216d00614b4ab309

Observation 6493e40f-e5f1-4f4c-a848-08b17730ec30 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.476051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.253731Z digest=sha256:bf8fb5d82326bef4f342914960c4b70d6586fa91a4a8f862fe1522aec8123b6c

Observation 62b192ad-3394-4fb5-ac60-60cda55d18d0 · outbound

This paper cites and Muni Toke , I.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Muni Toke , I

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.468090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.256325Z digest=sha256:55b1ca9ac39e85ab2cb07c13fe422b7fd0d44a2b0d70725d04f4276610b78abf

Observation 790dfe14-ca68-45f0-bdb7-3a9103dcb418 · outbound

This paper cites Beyond the Surface: Advanced Wash Trading Detection in Decentralized NFT Markets.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Beyond the Surface: Advanced Wash Trading Detection in Decentralized NFT Markets

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-08-08T23:52:09.300752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.258980Z digest=sha256:d521a935cc332230b4d14c9019e0b491290613db6ce9c099de9e558ae5352076

Observation d5d7b23f-ee74-4043-acdc-f9e2cae21dab · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.459742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.261752Z digest=sha256:05a4dd66ce80fa8ad7bf6d4b397d4f0e7127685f6f024d0968b8f2e14835b98d

Observation 4911b018-9530-4306-b331-3f0f169ea4c6 · outbound

This paper cites and Weintraud, A.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process and Weintraud, A

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.450905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.264326Z digest=sha256:edcd817e3e0ee840679a35dffb4a4ba42272a0346c28a8045b52adfb9723446b

Observation f7ab3134-89ad-49b9-871d-04226cba48c4 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.442807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.266872Z digest=sha256:b8d891dd3e711dd36f8bfeed63e9ffb0caa9e2475ea90239ffaae72dea4e40c6

Observation 12dafa65-23ce-4fd5-a1f3-dfed8c11c097 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.433621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.269603Z digest=sha256:c825634e605fbb8634e996964c8346eba35363e467de09ec3cf10d161facafac

Observation ae480083-3524-4afd-ab90-38a50015a00f · outbound

This paper cites G., Curley, J., and Zheng, T.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process G., Curley, J., and Zheng, T

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:52:09.425633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.272165Z digest=sha256:9db2f4fcfbff4a750a9fddf2551d4103c452de0fdd4c94b4ef5d80df2cc6067b

Observation fddfce3a-ba30-4378-b7af-defbd2d8db03 · outbound

This paper cites an unresolved cited work.

High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:52:09.416875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-08T23:52:09.274840Z digest=sha256:ba6c1b2c83a7771a4c3a4fbc03f284a53b878a4ee45b0abf39aa974161cb3421

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A Clustering-Based Framework for Identifying Suspicious Trading Patterns in Capital Market cites this paper.

A Clustering-Based Framework for Identifying Suspicious Trading Patterns in Capital Market High-Frequency Market Manipulation Detection with a Markov-modulated Hawkes process

Reference 17

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