"the component of Carlson's tire failure analysis which most concerned the Court, namely, the methodology employed by the expert in analyzing the data obtained in the visual inspection, and the scientific basis, if any, for such an analysis." Id., at 6c.
II 
 
A 
 
     In Daubert, this Court held that Federal  Rule of Evidence 702 imposes a special obligation upon a trial judge to "ensure  that any and all scientific testimony ... is not only relevant, but reliable."  509  U. S., at 589. The initial question before us is whether this basic  gatekeeping obligation applies only to "scientific" testimony or to all expert  testimony. We, like the parties, believe that it applies to all expert  testimony. See Brief for Petitioners 19; Brief for Respondents 17.  
     For one thing, Rule 702 itself says:  
"If scientific, technical, or other specialized knowledge will assist the trier of fact to understand the evidence or to determine a fact in issue, a witness qualified as an expert by knowledge, skill, experience, training, or education, may testify thereto in the form of an opinion or otherwise."
B 
 
     The petitioners ask more specifically  whether a trial judge determining the "admissibility of an engineering expert's  testimony" may consider several more specific factors that Daubert said might  "bear on" a judge's gate-keeping determination. These factors include:  
--Whether a "theory or technique ... can be (and has been) tested";
--Whether it "has been subjected to peer review and publication";
--Whether, in respect to a particular technique, there is a high "known or potential rate of error" and whether there are "standards controlling the technique's operation"; and
--Whether the theory or technique enjoys "general acceptance" within a "relevant scientific community." 509 U. S., at 592-594.
C 
 
     The trial court must have the same kind of  latitude in deciding how to test an expert's reliability, and to decide whether  or when special briefing or other proceedings are needed to investigate  reliability, as it enjoys when it decides whether that expert's relevant  testimony is reliable. Our opinion in Joiner makes clear that a court of appeals  is to apply an abuse-of-discretion standard when it "review[s] a trial court's  decision to admit or exclude expert testimony." 522  U. S., at 138-139. That standard applies as much to the trial court's  decisions about how to determine reliability as to its ultimate conclusion.  Otherwise, the trial judge would lack the discretionary authority needed both to  avoid unnecessary "reliability" proceedings in ordinary cases where the  reliability of an expert's methods is properly taken for granted, and to require  appropriate proceedings in the less usual or more complex cases where cause for  questioning the expert's reliability arises. Indeed, the Rules seek to avoid  "unjustifiable expense and delay" as part of their search for "truth" and the  "jus[t] determin[ation]" of proceedings. Fed. Rule Evid. 102. Thus, whether  Daubert's specific factors are, or are not, reasonable measures of reliability  in a particular case is a matter that the law grants the trial judge broad  latitude to determine. See Joiner, supra, at 143. And the Eleventh Circuit erred  insofar as it held to the contrary.  
III 
 
     We further explain the way in which a trial  judge "may" consider Daubert's factors by applying these considerations to the  case at hand, a matter that has been briefed exhaustively by the parties and  their 19 amici. The District Court did not doubt Carlson's qualifications, which  included a masters degree in mechanical engineering, 10 years' work at Michelin  America, Inc., and testimony as a tire failure consultant in other tort cases.  Rather, it excluded the testimony because, despite those qualifications, it  initially doubted, and then found unreliable, "the methodology employed by the  expert in analyzing the data obtained in the visual inspection, and the  scientific basis, if any, for such an analysis." Civ. Action No. 93-0860-CB-S  (SD Ala., June 5, 1996), App. to Pet. for Cert. 6c. After examining the  transcript in "some detail," 923 F. Supp., at 1518-519, n. 4, and  after considering respondents' defense of Carlson's methodology, the District  Court determined that Carlson's testimony was not reliable. It fell outside the  range where experts might reasonably differ, and where the jury must decide  among the conflicting views of different experts, even though the evidence is  "shaky." Daubert, 509  U. S., at 596. In our view, the doubts that triggered the District  Court's initial inquiry here were reasonable, as was the court's  ultimate conclusion.
     For one thing, and  contrary to respondents' suggestion, the specific issue before the court was  not the reasonableness in general of a tire expert's use of a visual and tactile  inspection to determine whether overdeflection had caused the tire's tread to  separate from its steel-belted carcass. Rather, it was the reasonableness of  using such an approach, along with Carlson's particular method of analyzing the  data thereby obtained, to draw a conclusion regarding the particular matter to  which the expert testimony was directly relevant. That matter concerned the  likelihood that a defect in the tire at issue caused its tread to separate from  its carcass. The tire in question, the expert conceded, had traveled far enough  so that some of the tread had been worn bald; it should have been taken out  of service; it had been repaired (inadequately) for punctures; and it bore  some of the very marks that the expert said indicated, not a defect, but  abuse through overdeflection.
See supra, at 3-5; App. 293-294. The relevant  issue was whether the expert could reliably determine the cause  of this tire's separation.
     Nor was  the basis for Carlson's conclusion simply the general theory that, in the  absence of evidence of abuse, a defect will normally have caused a tire's  separation. Rather, the expert employed a more specific theory to establish the  existence (or absence) of such abuse. Carlson testified precisely that in the  absence of at least two of four signs of abuse (proportionately greater tread  wear on the shoulder; signs of grooves caused by the beads; discolored  sidewalls; marks on the rim flange) he concludes that a defect caused the  separation. And his analysis depended upon acceptance of a further implicit  proposition, namely, that his visual and tactile inspection could determine that  the tire before him had not been abused despite some evidence of the presence of  the very signs for which he looked (and two punctures).  
     For another thing, the transcripts of  Carlson's depositions support both the trial court's initial uncertainty and its  final conclusion. Those transcripts cast considerable doubt upon the reliability  of both the explicit theory (about the need for two signs of abuse) and the  implicit proposition (about the significance of visual inspection in this case).  Among other things, the expert could not say whether the tire had traveled more  than 10, or 20, or 30, or 40, or 50 thousand miles, adding that 6,000 miles was  "about how far" he could "say with any certainty." Id., at 265. The court could  reasonably have wondered about the reliability of a method of visual and tactile  inspection sufficiently precise to ascertain with some certainty the  abuse-related significance of minute shoulder/center relative tread wear  differences, but insufficiently precise to tell "with any certainty" from the  tread wear whether a tire had traveled less than 10,000 or more than 50,000  miles. And these concerns might have been augmented by Carlson's repeated  reliance on the "subjective[ness]" of his mode of analysis in response to  questions seeking specific
information regarding how he could differentiate  between a tire that actually had been overdeflected and a tire that merely  looked as though it had been. Id., at 222, 224-225, 285-286. They would have  been further augmented by the fact that Carlson said he had inspected the tire  itself for the first time the morning of his first deposition, and then only for  a few hours. (His initial conclusions were based on photographs.) Id., at 180.   
     Moreover, prior to his first deposition,  Carlson had issued a signed report in which he concluded that the tire had "not  been ... overloaded or underinflated," not because of the absence of "two of  four" signs of abuse, but simply because "the rim flange impressions . . . were  normal." Id., at 335-336. That report also said that the "tread depth remaining  was 3/32 inch," id., at 336, though the opposing expert's (apparently  undisputed) measurements indicate that the tread depth taken at various  positions around the tire actually ranged from .5/32 of an inch to 4/32 of an  inch, with the tire apparently showing greater wear along both shoulders than  along the center, id., at 432-433.  
     Further, in respect to one sign of abuse,  bead grooving, the expert seemed to deny the sufficiency of his own simple  visual-inspection methodology. He testified that most tires have some bead  groove pattern, that where there is reason to suspect an abnormal bead groove he  would ideally "look at a lot of [similar] tires" to know the grooving's  significance, and that he had not looked at many tires similar to the one at  issue. Id., at 212-213, 214, 217.  
     Finally, the court, after looking for a  defense of Carlson's methodology as applied in these circumstances, found no  convincing defense. Rather, it found (1) that "none" of the Daubert factors,  including that of "general acceptance" in the relevant expert community,  indicated that Carlson's testimony was reliable, 923 F. Supp., at 1521; (2)  that its own analysis "revealed no countervailing factors operating in favor  of admissibility which could outweigh those identified in Daubert," App. to  Pet. for Cert. 4c; and (3) that the "parties identified no such factors in  their briefs," ibid. For these three reasons taken together, it concluded  that Carlson's testimony was unreliable.  
     Respondents now argue to us, as they did to  the District Court, that a method of tire failure analysis that employs a  visual/tactile inspection is a reliable method, and they point both to its use  by other experts and to Carlson's long experience working for Michelin as  sufficient indication that that is so. But no one denies that an expert might  draw a conclusion from a set of observations based on extensive and specialized  experience. Nor does anyone deny that, as a general matter, tire abuse may often  be identified by qualified experts through visual or tactile inspection of the  tire. See Affidavit of H. R. Baumgardner 1-2, cited in Brief for National  Academy of Forensic Engineers as Amici Curiae 16 (Tire engineers rely on visual  examination and process of elimination to analyze experimental test tires). As  we said before, supra, at 14, the question before the trial court was specific,  not general. The trial court had to decide whether this particular expert had  sufficient specialized knowledge to assist the jurors "in deciding the  particular issues in the case." 4 J. McLaughlin, Weinstein's Federal Evidence   ;702.05[1], p. 702-33 (2d ed. 1998); see also Advisory Committee's Note on  Proposed Fed. Rule Evid. 702, Preliminary Draft of Proposed Amendments to the  Federal Rules of Civil Procedure and Evidence: Request for Comment 126 (1998)  (stressing that district courts must "scrutinize" whether the "principles and  methods" employed by an expert "have been properly applied to the facts of the  case").  
     The particular issue in this case concerned  the use of Carlson's two-factor test and his related use of visual/tactile  inspection to draw conclusions on the basis of
what seemed small  observational differences. We have found no indication in the record that other  experts in the industry use Carlson's two-factor test or that tire experts such  as Carlson normally make the very fine distinctions about, say, the symmetry of  comparatively greater shoulder tread wear that were necessary, on Carlson's own  theory, to support his conclusions. Nor, despite the prevalence of tire testing,  does anyone refer to any articles or papers that validate Carlson's approach.  Compare Bobo, Tire Flaws and Separations, in Mechanics of Pneumatic Tires  636-637 (S. Clark ed. 1981); C. Schnuth et al., Compression Grooving and  Rim Flange Abrasion as Indicators of Over-Deflected Operating Conditions in  Tires, presented to Rubber Division of the American Chemical Society, Oct.  21-24, 1997; J. Walter & R. Kiminecz, Bead Contact Pressure Measurements at  the Tire-Rim Interface, presented to Society of Automotive Engineers, Feb.  24-28, 1975. Indeed, no one has argued that Carlson himself, were he still  working for Michelin, would have concluded in a report to his employer that a  similar tire was similarly defective on grounds identical to those upon which he  rested his conclusion here. Of course, Carlson himself claimed that his method  was accurate, but, as we pointed out in Joiner, "nothing in either Daubert or  the Federal Rules of Evidence requires a district court to admit opinion  evidence that is connected to existing data only by the ipse dixit of the  expert." 522  U. S., at 146.  
     Respondents additionally argue that the  District Court too rigidly applied Daubert's criteria. They read its opinion to  hold that a failure to satisfy any one of those criteria automatically renders  expert testimony inadmissible. The District Court's initial opinion might have  been vulnerable to a form of this argument. There, the court, after rejecting  respondents' claim that Carlson's testimony was "exempted from Daubert-style  scrutiny" because it was "technical analysis" rather than "scientific evidence,"  simply added that "none of the four admissibility criteria outlined by the  Daubert court are satisfied." 923 F. Supp., at 1522. Subsequently, however,  the court granted respondents' motion for reconsideration. It then explicitly  recognized that the relevant reliability inquiry "should be `flexible,' "  that its " `overarching subject [should be] ... validity' and reliability,"  and that "Daubert was intended neither to be exhaustive nor to apply in every  case." App. to Pet. for Cert. 4c (quoting Daubert, 509  U. S., at 594-595). And the court ultimately based its decision upon  Carlson's failure to satisfy either Daubert's factors or any other set of  reasonable reliability criteria. In light of the record as developed by the  parties, that conclusion was within the District Court's lawful discretion.   
     In sum, Rule 702 grants the district judge  the discretionary authority, reviewable for its abuse, to determine reliability  in light of the particular facts and circumstances of the particular case. The  District Court did not abuse its discretionary authority in this case. Hence,  the judgment of the Court of Appeals is  Reversed.  
KUMHO TIRE COMPANY, LTD., et al., PETITIONERS
v.  PATRICK CARMICHAEL, etc., et al.   
on writ of certiorari to the united states court of appeals  for the eleventh circuit 
[March 23, 1999]