---
_id: '11917'
abstract:
- lang: eng
  text: In this paper we present a speech presence probability (SPP) estimation algorithmwhich
    exploits both temporal and spectral correlations of speech. To this end, the SPP
    estimation is formulated as the posterior probability estimation of the states
    of a two-dimensional (2D) Hidden Markov Model (HMM). We derive an iterative algorithm
    to decode the 2D-HMM which is based on the turbo principle. The experimental results
    show that indeed the SPP estimates improve from iteration to iteration, and further
    clearly outperform another state-of-the-art SPP estimation algorithm.
author:
- first_name: Dang Hai Tran
  full_name: Vu, Dang Hai Tran
  last_name: Vu
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Vu DHT, Haeb-Umbach R. Using the turbo principle for exploiting temporal and
    spectral correlations in speech presence probability estimation. In: <i>38th International
    Conference on Acoustics, Speech and Signal Processing (ICASSP 2013)</i>. ; 2013:863-867.
    doi:<a href="https://doi.org/10.1109/ICASSP.2013.6637771">10.1109/ICASSP.2013.6637771</a>'
  apa: Vu, D. H. T., &#38; Haeb-Umbach, R. (2013). Using the turbo principle for exploiting
    temporal and spectral correlations in speech presence probability estimation.
    In <i>38th International Conference on Acoustics, Speech and Signal Processing
    (ICASSP 2013)</i> (pp. 863–867). <a href="https://doi.org/10.1109/ICASSP.2013.6637771">https://doi.org/10.1109/ICASSP.2013.6637771</a>
  bibtex: '@inproceedings{Vu_Haeb-Umbach_2013, title={Using the turbo principle for
    exploiting temporal and spectral correlations in speech presence probability estimation},
    DOI={<a href="https://doi.org/10.1109/ICASSP.2013.6637771">10.1109/ICASSP.2013.6637771</a>},
    booktitle={38th International Conference on Acoustics, Speech and Signal Processing
    (ICASSP 2013)}, author={Vu, Dang Hai Tran and Haeb-Umbach, Reinhold}, year={2013},
    pages={863–867} }'
  chicago: Vu, Dang Hai Tran, and Reinhold Haeb-Umbach. “Using the Turbo Principle
    for Exploiting Temporal and Spectral Correlations in Speech Presence Probability
    Estimation.” In <i>38th International Conference on Acoustics, Speech and Signal
    Processing (ICASSP 2013)</i>, 863–67, 2013. <a href="https://doi.org/10.1109/ICASSP.2013.6637771">https://doi.org/10.1109/ICASSP.2013.6637771</a>.
  ieee: D. H. T. Vu and R. Haeb-Umbach, “Using the turbo principle for exploiting
    temporal and spectral correlations in speech presence probability estimation,”
    in <i>38th International Conference on Acoustics, Speech and Signal Processing
    (ICASSP 2013)</i>, 2013, pp. 863–867.
  mla: Vu, Dang Hai Tran, and Reinhold Haeb-Umbach. “Using the Turbo Principle for
    Exploiting Temporal and Spectral Correlations in Speech Presence Probability Estimation.”
    <i>38th International Conference on Acoustics, Speech and Signal Processing (ICASSP
    2013)</i>, 2013, pp. 863–67, doi:<a href="https://doi.org/10.1109/ICASSP.2013.6637771">10.1109/ICASSP.2013.6637771</a>.
  short: 'D.H.T. Vu, R. Haeb-Umbach, in: 38th International Conference on Acoustics,
    Speech and Signal Processing (ICASSP 2013), 2013, pp. 863–867.'
date_created: 2019-07-12T05:30:45Z
date_updated: 2022-01-06T06:51:12Z
department:
- _id: '54'
doi: 10.1109/ICASSP.2013.6637771
keyword:
- correlation methods
- estimation theory
- hidden Markov models
- iterative methods
- probability
- spectral analysis
- speech processing
- 2D HMM
- SPP estimates
- iterative algorithm
- posterior probability estimation
- spectral correlation
- speech presence probability estimation
- state-of-the-art SPP estimation algorithm
- temporal correlation
- turbo principle
- two-dimensional hidden Markov model
- Correlation
- Decoding
- Estimation
- Iterative decoding
- Noise
- Speech
- Vectors
language:
- iso: eng
page: 863-867
publication: 38th International Conference on Acoustics, Speech and Signal Processing
  (ICASSP 2013)
publication_identifier:
  issn:
  - 1520-6149
status: public
title: Using the turbo principle for exploiting temporal and spectral correlations
  in speech presence probability estimation
type: conference
user_id: '44006'
year: '2013'
...
---
_id: '34886'
abstract:
- lang: eng
  text: We give asymptotic upper and lower bounds for the number of squarefree d (0
    < d ≤ X) such that the equation x² − dy²= −1 is solvable. These estimates, as
    usual, can equivalently be interpreted in terms of real quadratic fields with
    a fundamental unit with norm −1 and give strong evidence in the direction of a
    conjecture due to P. Stevenhagen.
author:
- first_name: Étienne
  full_name: Fouvry, Étienne
  last_name: Fouvry
- first_name: Jürgen
  full_name: Klüners, Jürgen
  id: '21202'
  last_name: Klüners
citation:
  ama: Fouvry É, Klüners J. On the negative Pell equation. <i>Annals of Mathematics</i>.
    2010;172(3):2035-2104. doi:<a href="https://doi.org/10.4007/annals.2010.172.2035">10.4007/annals.2010.172.2035</a>
  apa: Fouvry, É., &#38; Klüners, J. (2010). On the negative Pell equation. <i>Annals
    of Mathematics</i>, <i>172</i>(3), 2035–2104. <a href="https://doi.org/10.4007/annals.2010.172.2035">https://doi.org/10.4007/annals.2010.172.2035</a>
  bibtex: '@article{Fouvry_Klüners_2010, title={On the negative Pell equation}, volume={172},
    DOI={<a href="https://doi.org/10.4007/annals.2010.172.2035">10.4007/annals.2010.172.2035</a>},
    number={3}, journal={Annals of Mathematics}, publisher={Annals of Mathematics},
    author={Fouvry, Étienne and Klüners, Jürgen}, year={2010}, pages={2035–2104} }'
  chicago: 'Fouvry, Étienne, and Jürgen Klüners. “On the Negative Pell Equation.”
    <i>Annals of Mathematics</i> 172, no. 3 (2010): 2035–2104. <a href="https://doi.org/10.4007/annals.2010.172.2035">https://doi.org/10.4007/annals.2010.172.2035</a>.'
  ieee: 'É. Fouvry and J. Klüners, “On the negative Pell equation,” <i>Annals of Mathematics</i>,
    vol. 172, no. 3, pp. 2035–2104, 2010, doi: <a href="https://doi.org/10.4007/annals.2010.172.2035">10.4007/annals.2010.172.2035</a>.'
  mla: Fouvry, Étienne, and Jürgen Klüners. “On the Negative Pell Equation.” <i>Annals
    of Mathematics</i>, vol. 172, no. 3, Annals of Mathematics, 2010, pp. 2035–104,
    doi:<a href="https://doi.org/10.4007/annals.2010.172.2035">10.4007/annals.2010.172.2035</a>.
  short: É. Fouvry, J. Klüners, Annals of Mathematics 172 (2010) 2035–2104.
date_created: 2022-12-23T09:09:02Z
date_updated: 2023-03-06T09:50:37Z
department:
- _id: '102'
doi: 10.4007/annals.2010.172.2035
intvolume: '       172'
issue: '3'
keyword:
- Statistics
- Probability and Uncertainty
- Mathematics (miscellaneous)
language:
- iso: eng
page: 2035-2104
publication: Annals of Mathematics
publication_identifier:
  issn:
  - 0003-486X
publication_status: published
publisher: Annals of Mathematics
status: public
title: On the negative Pell equation
type: journal_article
user_id: '93826'
volume: 172
year: '2010'
...
---
_id: '11939'
abstract:
- lang: eng
  text: In this paper a switching linear dynamical model (SLDM) approach for speech
    feature enhancement is improved by employing more accurate models for the dynamics
    of speech and noise. The model of the clean speech feature trajectory is improved
    by augmenting the state vector to capture information derived from the delta features.
    Further a hidden noise state variable is introduced to obtain a more elaborated
    model for the noise dynamics. Approximate Bayesian inference in the SLDM is carried
    out by a bank of extended Kalman filters, whose outputs are combined according
    to the a posteriori probability of the individual state models. Experimental results
    on the AURORA2 database show improved recognition accuracy.
author:
- first_name: Stefan
  full_name: Windmann, Stefan
  last_name: Windmann
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Windmann S, Haeb-Umbach R. Modeling the dynamics of speech and noise for speech
    feature enhancement in ASR. In: <i>IEEE International Conference on Acoustics,
    Speech and Signal Processing (ICASSP 2008)</i>. ; 2008:4409-4412. doi:<a href="https://doi.org/10.1109/ICASSP.2008.4518633">10.1109/ICASSP.2008.4518633</a>'
  apa: Windmann, S., &#38; Haeb-Umbach, R. (2008). Modeling the dynamics of speech
    and noise for speech feature enhancement in ASR. In <i>IEEE International Conference
    on Acoustics, Speech and Signal Processing (ICASSP 2008)</i> (pp. 4409–4412).
    <a href="https://doi.org/10.1109/ICASSP.2008.4518633">https://doi.org/10.1109/ICASSP.2008.4518633</a>
  bibtex: '@inproceedings{Windmann_Haeb-Umbach_2008, title={Modeling the dynamics
    of speech and noise for speech feature enhancement in ASR}, DOI={<a href="https://doi.org/10.1109/ICASSP.2008.4518633">10.1109/ICASSP.2008.4518633</a>},
    booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing
    (ICASSP 2008)}, author={Windmann, Stefan and Haeb-Umbach, Reinhold}, year={2008},
    pages={4409–4412} }'
  chicago: Windmann, Stefan, and Reinhold Haeb-Umbach. “Modeling the Dynamics of Speech
    and Noise for Speech Feature Enhancement in ASR.” In <i>IEEE International Conference
    on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>, 4409–12, 2008. <a
    href="https://doi.org/10.1109/ICASSP.2008.4518633">https://doi.org/10.1109/ICASSP.2008.4518633</a>.
  ieee: S. Windmann and R. Haeb-Umbach, “Modeling the dynamics of speech and noise
    for speech feature enhancement in ASR,” in <i>IEEE International Conference on
    Acoustics, Speech and Signal Processing (ICASSP 2008)</i>, 2008, pp. 4409–4412.
  mla: Windmann, Stefan, and Reinhold Haeb-Umbach. “Modeling the Dynamics of Speech
    and Noise for Speech Feature Enhancement in ASR.” <i>IEEE International Conference
    on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>, 2008, pp. 4409–12,
    doi:<a href="https://doi.org/10.1109/ICASSP.2008.4518633">10.1109/ICASSP.2008.4518633</a>.
  short: 'S. Windmann, R. Haeb-Umbach, in: IEEE International Conference on Acoustics,
    Speech and Signal Processing (ICASSP 2008), 2008, pp. 4409–4412.'
date_created: 2019-07-12T05:31:11Z
date_updated: 2022-01-06T06:51:12Z
department:
- _id: '54'
doi: 10.1109/ICASSP.2008.4518633
keyword:
- a posteriori probability
- AURORA2 database
- Bayesian inference
- Bayes methods
- channel bank filters
- extended Kalman filter banks
- hidden noise state variable
- Kalman filters
- noise dynamics
- speech enhancement
- speech feature enhancement
- speech feature trajectory
- switching linear dynamical model approach
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://groups.uni-paderborn.de/nt/pubs/2008/WiHa08-1.pdf
oa: '1'
page: 4409-4412
publication: IEEE International Conference on Acoustics, Speech and Signal Processing
  (ICASSP 2008)
status: public
title: Modeling the dynamics of speech and noise for speech feature enhancement in
  ASR
type: conference
user_id: '44006'
year: '2008'
...
---
_id: '11824'
abstract:
- lang: eng
  text: Soft-feature based speech recognition, which is an example of uncertainty
    decoding, has been proven to be a robust error mitigation method for distributed
    speech recognition over wireless channels exhibiting bit errors. In this paper
    we extend this concept to packet-oriented transmissions. The a posteriori probability
    density function of the lost feature vector, given the closest received neighbours,
    is computed. In the experiments, the nearest frame repetition, which is shown
    to be equivalent to the MAP estimate, outperforms the MMSE estimate for long bursts.
    Taking the variance into account at the speech recognition stage results in superior
    performance compared to classical schemes using point estimates. A computationally
    and memory efficient implementation of the proposed packet loss compensation scheme
    based on table lookup is presented
author:
- first_name: Valentin
  full_name: Ion, Valentin
  last_name: Ion
- first_name: Reinhold
  full_name: Haeb-Umbach, Reinhold
  id: '242'
  last_name: Haeb-Umbach
citation:
  ama: 'Ion V, Haeb-Umbach R. An Inexpensive Packet Loss Compensation Scheme for Distributed
    Speech Recognition Based on Soft-Features. In: <i>IEEE International Conference
    on Acoustics, Speech and Signal Processing (ICASSP 2006)</i>. Vol 1. ; 2006:I.
    doi:<a href="https://doi.org/10.1109/ICASSP.2006.1659984">10.1109/ICASSP.2006.1659984</a>'
  apa: Ion, V., &#38; Haeb-Umbach, R. (2006). An Inexpensive Packet Loss Compensation
    Scheme for Distributed Speech Recognition Based on Soft-Features. In <i>IEEE International
    Conference on Acoustics, Speech and Signal Processing (ICASSP 2006)</i> (Vol.
    1, p. I). <a href="https://doi.org/10.1109/ICASSP.2006.1659984">https://doi.org/10.1109/ICASSP.2006.1659984</a>
  bibtex: '@inproceedings{Ion_Haeb-Umbach_2006, title={An Inexpensive Packet Loss
    Compensation Scheme for Distributed Speech Recognition Based on Soft-Features},
    volume={1}, DOI={<a href="https://doi.org/10.1109/ICASSP.2006.1659984">10.1109/ICASSP.2006.1659984</a>},
    booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing
    (ICASSP 2006)}, author={Ion, Valentin and Haeb-Umbach, Reinhold}, year={2006},
    pages={I} }'
  chicago: Ion, Valentin, and Reinhold Haeb-Umbach. “An Inexpensive Packet Loss Compensation
    Scheme for Distributed Speech Recognition Based on Soft-Features.” In <i>IEEE
    International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006)</i>,
    1:I, 2006. <a href="https://doi.org/10.1109/ICASSP.2006.1659984">https://doi.org/10.1109/ICASSP.2006.1659984</a>.
  ieee: V. Ion and R. Haeb-Umbach, “An Inexpensive Packet Loss Compensation Scheme
    for Distributed Speech Recognition Based on Soft-Features,” in <i>IEEE International
    Conference on Acoustics, Speech and Signal Processing (ICASSP 2006)</i>, 2006,
    vol. 1, p. I.
  mla: Ion, Valentin, and Reinhold Haeb-Umbach. “An Inexpensive Packet Loss Compensation
    Scheme for Distributed Speech Recognition Based on Soft-Features.” <i>IEEE International
    Conference on Acoustics, Speech and Signal Processing (ICASSP 2006)</i>, vol.
    1, 2006, p. I, doi:<a href="https://doi.org/10.1109/ICASSP.2006.1659984">10.1109/ICASSP.2006.1659984</a>.
  short: 'V. Ion, R. Haeb-Umbach, in: IEEE International Conference on Acoustics,
    Speech and Signal Processing (ICASSP 2006), 2006, p. I.'
date_created: 2019-07-12T05:28:58Z
date_updated: 2022-01-06T06:51:10Z
department:
- _id: '54'
doi: 10.1109/ICASSP.2006.1659984
intvolume: '         1'
keyword:
- distributed speech recognition
- least mean squares methods
- MAP estimate
- maximum likelihood estimation
- MMSE estimate
- packet loss compensation scheme
- packet switched communication
- posteriori probability density function
- robust error mitigation method
- soft-features
- speech recognition
- table lookup
- voice communication
- wireless channels
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://groups.uni-paderborn.de/nt/pubs/2006/IoHa06-2.pdf
oa: '1'
page: I
publication: IEEE International Conference on Acoustics, Speech and Signal Processing
  (ICASSP 2006)
status: public
title: An Inexpensive Packet Loss Compensation Scheme for Distributed Speech Recognition
  Based on Soft-Features
type: conference
user_id: '44006'
volume: 1
year: '2006'
...
---
_id: '6072'
abstract:
- lang: eng
  text: 'According to the concept of direct parameter specification, nonconsciously
    registered information can be processed to the extent that it matches currently
    active intentions of a person. This prediction was tested and confirmed in the
    current study. Masked visual information provided by peripheral cues led to reaction
    time (RT) effects only if the information specified one of the required responses
    (Experiments 1 and 3). Information delivered by the same masked cues that did
    not match the intentions was not used. However, the same information influenced
    RT if it was provided by visible cues (Experiments 2 and 3). The results suggest
    that the processing of nonconsciously registered information is flexible because
    it is susceptible to the changing intentions of a person. Yet, these processes
    are apparently restricted as nonconsciously registered information cannot be used
    as easily for purposes not corresponding to the currently active intentions as
    better visible information. (PsycINFO '
author:
- first_name: Ulrich
  full_name: Ansorge, Ulrich
  last_name: Ansorge
- first_name: Manfred
  full_name: Heumann, Manfred
  last_name: Heumann
- first_name: Ingrid
  full_name: Scharlau, Ingrid
  id: '451'
  last_name: Scharlau
  orcid: 0000-0003-2364-9489
citation:
  ama: 'Ansorge U, Heumann M, Scharlau I. Influences of visibility, intentions, and
    probability in a peripheral cuing task. <i>Consciousness and Cognition: An International
    Journal</i>. 2002;11(4):528-545.'
  apa: 'Ansorge, U., Heumann, M., &#38; Scharlau, I. (2002). Influences of visibility,
    intentions, and probability in a peripheral cuing task. <i>Consciousness and Cognition:
    An International Journal</i>, <i>11</i>(4), 528–545.'
  bibtex: '@article{Ansorge_Heumann_Scharlau_2002, title={Influences of visibility,
    intentions, and probability in a peripheral cuing task.}, volume={11}, number={4},
    journal={Consciousness and Cognition: An International Journal}, author={Ansorge,
    Ulrich and Heumann, Manfred and Scharlau, Ingrid}, year={2002}, pages={528–545}
    }'
  chicago: 'Ansorge, Ulrich, Manfred Heumann, and Ingrid Scharlau. “Influences of
    Visibility, Intentions, and Probability in a Peripheral Cuing Task.” <i>Consciousness
    and Cognition: An International Journal</i> 11, no. 4 (2002): 528–45.'
  ieee: 'U. Ansorge, M. Heumann, and I. Scharlau, “Influences of visibility, intentions,
    and probability in a peripheral cuing task.,” <i>Consciousness and Cognition:
    An International Journal</i>, vol. 11, no. 4, pp. 528–545, 2002.'
  mla: 'Ansorge, Ulrich, et al. “Influences of Visibility, Intentions, and Probability
    in a Peripheral Cuing Task.” <i>Consciousness and Cognition: An International
    Journal</i>, vol. 11, no. 4, 2002, pp. 528–45.'
  short: 'U. Ansorge, M. Heumann, I. Scharlau, Consciousness and Cognition: An International
    Journal 11 (2002) 528–545.'
date_created: 2018-12-10T07:04:28Z
date_updated: 2022-06-06T20:13:20Z
department:
- _id: '424'
extern: '1'
intvolume: '        11'
issue: '4'
keyword:
- active intentions
- cues
- direct parameter specification
- nonconscious processing ability
- Adult
- Consciousness
- Female
- Humans
- Male
- Mental Processes
- Perceptual Masking
- Photic Stimulation
- Visual Perception
- Awareness
- Cognitive Processes
- Cues
- Intention
- Consciousness States
- Probability
language:
- iso: eng
page: 528 - 545
publication: 'Consciousness and Cognition: An International Journal'
publication_identifier:
  issn:
  - 1053-8100
publication_status: published
status: public
title: Influences of visibility, intentions, and probability in a peripheral cuing
  task.
type: journal_article
user_id: '42165'
volume: 11
year: '2002'
...
---
_id: '40334'
author:
- first_name: Heinz-Siegfried
  full_name: Kitzerow, Heinz-Siegfried
  id: '254'
  last_name: Kitzerow
- first_name: B.
  full_name: Jérôme, B.
  last_name: Jérôme
- first_name: P.
  full_name: Pieranski, P.
  last_name: Pieranski
citation:
  ama: 'Kitzerow H-S, Jérôme B, Pieranski P. Strain-induced anchoring transitions.
    <i>Physica A: Statistical Mechanics and its Applications</i>. 1991;174(1):163-194.
    doi:<a href="https://doi.org/10.1016/0378-4371(91)90423-a">10.1016/0378-4371(91)90423-a</a>'
  apa: 'Kitzerow, H.-S., Jérôme, B., &#38; Pieranski, P. (1991). Strain-induced anchoring
    transitions. <i>Physica A: Statistical Mechanics and Its Applications</i>, <i>174</i>(1),
    163–194. <a href="https://doi.org/10.1016/0378-4371(91)90423-a">https://doi.org/10.1016/0378-4371(91)90423-a</a>'
  bibtex: '@article{Kitzerow_Jérôme_Pieranski_1991, title={Strain-induced anchoring
    transitions}, volume={174}, DOI={<a href="https://doi.org/10.1016/0378-4371(91)90423-a">10.1016/0378-4371(91)90423-a</a>},
    number={1}, journal={Physica A: Statistical Mechanics and its Applications}, publisher={Elsevier
    BV}, author={Kitzerow, Heinz-Siegfried and Jérôme, B. and Pieranski, P.}, year={1991},
    pages={163–194} }'
  chicago: 'Kitzerow, Heinz-Siegfried, B. Jérôme, and P. Pieranski. “Strain-Induced
    Anchoring Transitions.” <i>Physica A: Statistical Mechanics and Its Applications</i>
    174, no. 1 (1991): 163–94. <a href="https://doi.org/10.1016/0378-4371(91)90423-a">https://doi.org/10.1016/0378-4371(91)90423-a</a>.'
  ieee: 'H.-S. Kitzerow, B. Jérôme, and P. Pieranski, “Strain-induced anchoring transitions,”
    <i>Physica A: Statistical Mechanics and its Applications</i>, vol. 174, no. 1,
    pp. 163–194, 1991, doi: <a href="https://doi.org/10.1016/0378-4371(91)90423-a">10.1016/0378-4371(91)90423-a</a>.'
  mla: 'Kitzerow, Heinz-Siegfried, et al. “Strain-Induced Anchoring Transitions.”
    <i>Physica A: Statistical Mechanics and Its Applications</i>, vol. 174, no. 1,
    Elsevier BV, 1991, pp. 163–94, doi:<a href="https://doi.org/10.1016/0378-4371(91)90423-a">10.1016/0378-4371(91)90423-a</a>.'
  short: 'H.-S. Kitzerow, B. Jérôme, P. Pieranski, Physica A: Statistical Mechanics
    and Its Applications 174 (1991) 163–194.'
date_created: 2023-01-26T11:31:45Z
date_updated: 2023-01-26T11:48:37Z
department:
- _id: '313'
doi: 10.1016/0378-4371(91)90423-a
extern: '1'
intvolume: '       174'
issue: '1'
keyword:
- Condensed Matter Physics
- Statistics and Probability
language:
- iso: eng
page: 163-194
publication: 'Physica A: Statistical Mechanics and its Applications'
publication_identifier:
  issn:
  - 0378-4371
publication_status: published
publisher: Elsevier BV
status: public
title: Strain-induced anchoring transitions
type: journal_article
user_id: '254'
volume: 174
year: '1991'
...
---
_id: '40218'
author:
- first_name: R.
  full_name: Lasser, R.
  last_name: Lasser
- first_name: Margit
  full_name: Rösler, Margit
  id: '37390'
  last_name: Rösler
citation:
  ama: Lasser R, Rösler M. Linear mean estimation of weakly stationary stochastic
    processes under the aspects of optimality and asymptotic optimality. <i>Stochastic
    Processes and their Applications</i>. 1991;38(2):279-293. doi:<a href="https://doi.org/10.1016/0304-4149(91)90095-t">10.1016/0304-4149(91)90095-t</a>
  apa: Lasser, R., &#38; Rösler, M. (1991). Linear mean estimation of weakly stationary
    stochastic processes under the aspects of optimality and asymptotic optimality.
    <i>Stochastic Processes and Their Applications</i>, <i>38</i>(2), 279–293. <a
    href="https://doi.org/10.1016/0304-4149(91)90095-t">https://doi.org/10.1016/0304-4149(91)90095-t</a>
  bibtex: '@article{Lasser_Rösler_1991, title={Linear mean estimation of weakly stationary
    stochastic processes under the aspects of optimality and asymptotic optimality},
    volume={38}, DOI={<a href="https://doi.org/10.1016/0304-4149(91)90095-t">10.1016/0304-4149(91)90095-t</a>},
    number={2}, journal={Stochastic Processes and their Applications}, publisher={Elsevier
    BV}, author={Lasser, R. and Rösler, Margit}, year={1991}, pages={279–293} }'
  chicago: 'Lasser, R., and Margit Rösler. “Linear Mean Estimation of Weakly Stationary
    Stochastic Processes under the Aspects of Optimality and Asymptotic Optimality.”
    <i>Stochastic Processes and Their Applications</i> 38, no. 2 (1991): 279–93. <a
    href="https://doi.org/10.1016/0304-4149(91)90095-t">https://doi.org/10.1016/0304-4149(91)90095-t</a>.'
  ieee: 'R. Lasser and M. Rösler, “Linear mean estimation of weakly stationary stochastic
    processes under the aspects of optimality and asymptotic optimality,” <i>Stochastic
    Processes and their Applications</i>, vol. 38, no. 2, pp. 279–293, 1991, doi:
    <a href="https://doi.org/10.1016/0304-4149(91)90095-t">10.1016/0304-4149(91)90095-t</a>.'
  mla: Lasser, R., and Margit Rösler. “Linear Mean Estimation of Weakly Stationary
    Stochastic Processes under the Aspects of Optimality and Asymptotic Optimality.”
    <i>Stochastic Processes and Their Applications</i>, vol. 38, no. 2, Elsevier BV,
    1991, pp. 279–93, doi:<a href="https://doi.org/10.1016/0304-4149(91)90095-t">10.1016/0304-4149(91)90095-t</a>.
  short: R. Lasser, M. Rösler, Stochastic Processes and Their Applications 38 (1991)
    279–293.
date_created: 2023-01-26T09:09:22Z
date_updated: 2023-01-26T17:29:03Z
department:
- _id: '555'
doi: 10.1016/0304-4149(91)90095-t
extern: '1'
intvolume: '        38'
issue: '2'
keyword:
- Applied Mathematics
- Modeling and Simulation
- Statistics and Probability
language:
- iso: eng
page: 279-293
publication: Stochastic Processes and their Applications
publication_identifier:
  issn:
  - 0304-4149
publication_status: published
publisher: Elsevier BV
status: public
title: Linear mean estimation of weakly stationary stochastic processes under the
  aspects of optimality and asymptotic optimality
type: journal_article
user_id: '93826'
volume: 38
year: '1991'
...