MANION, Circuit Judge.
Larry G. Smith pleaded guilty to one count of distributing child pornography in violation of 18 U.S.C. § 2252(a)(2) after law enforcement officers discovered more than 3,000 images of child pornography on Smith’s computer hard drives, which had been set up to share the images over the internet. The district court sentenced Smith to 240 months’ imprisonment. Smith appeals his sentence. We affirm.
I.
Larry Smith first came to the attention of law enforcement officials when an FBI agent entered an internet chat room devoted to preteen sexual pictures. Inside the chat room, the agent was able to exchange dummy files (files that could not be opened but had names' suggesting that they contained child pornography) for actual images and videos of child pornography. Further investigation revealed that the computer operating the server which dis[868] tributed the child pornography was located at Smith’s house.
When, in the early morning hours, agents executed the warrant they obtained to search the house, they found Smith in his bedroom with a 16-year-old girl. They also found two books about Adolph Hitler and satanic rituals, a loaded handgun, and six computers. One of the computers’ hard drives contained approximately 3,114 images of child pornography, while another computer had over 500 images on its hard drive. The pictures included many of prepubescent children — as young as two years old — violently being forced to engage in sexual conduct, several of prepubescent children in bondage with their genitals exposed, and two of an animal engaging in a sex act with a young girl. In addition to the images, the hard drives also contained 40 videos of child pornography. One video featured two screaming children being raped by an adult; another depicted a naked three-year-old girl being forced to perform a sex act on an adult male.
Smith was indicted and his trial scheduled for January 17, 2006. After several continuances, Smith moved on July 20, 2006, for funds under the Criminal Justice Act (“CJA”) to retain a psychological expert. The court granted his request on August 1, 2006. Following several more continuances, Smith pleaded guilty on March 2, 2007, to the third count of the indictment, distributing child pornography in violation of 18 U.S.C. § 2252(a)(2).
Smith’s sentencing proceeded in four parts over a four-month span. At the first hearing, held October 4, 2007, Smith presented the expert testimony of Robert Hundt, a licensed clinical social worker and certified addictions counselor. Relying upon a “psychosexual assessment” of Smith he had previously completed, Hundt opined that Smith was treatable and therefore should only be incarcerated for a short time. Hundt admitted, however, that little research' — and no credible testing — was available to aid in determining whether someone like Smith posed a risk of committing future offenses involving child pornography. He also stated that he had “absolutely no[ ]” idea what the appropriate amount of punishment was for Smith.
The district court held a second hearing on November 15, 2007. At that hearing, the district court determined Smith’s guidelines offense level was 38, yielding a sentencing range of 235 to 293 months’ imprisonment. The court then invited Smith’s attorney to “address and comment” on any of the 18 U.S.C. § 3553(a) factors. When a discussion of the district judge’s role in sentencing vis-á-vis the guidelines arose shortly thereafter, the district court had the following exchange with Smith’s counsel, Mr. Foster:
THE COURT: I say the Court can go higher or I can go lower than the guidelines. That’s not the party[.] I can go higher or lower for several reasons, for no other reason that I disagree that they’re fair, or that there are reasons why I should be higher or lower. But, again, that’s not a departure.
MR. FOSTER: Right.
THE COURT: The word “depart” insinuates to me that the guidelines are ironclad. I don’t consider them to be ironclad.
Shortly after that exchange, Foster appeared to advocate that the district court had the authority to completely disregard the guidelines. The district judge jumped in:
THE COURT: Technically, Mr. Foster, I don’t know that I agree with you on that. I think all that tells [869] me is that it’s up to me to decide what’s a fair sentence.
MR. FOSTER: Up to you to decide what’s a fair sentence with total disregard for the guidelines.... And I believe that with Rita and Miranda after that, that a district court judge at this stage can simply enter a sentence with no concern—
THE COURT: I don’t think I have to ignore the guidelines, Mr. Foster.
MR. FOSTER: You don’t have to.
THE COURT: I can consult them. I can look at them. I can determine whether they enlighten me as to what a fair sentence is. Or if I want to ignore them, I still have to — the bottom line, I have to make a determination what a fair sentence would be.
MR. FOSTER: Right.
THE COURT: The guidelines are advisory.
The discussion then turned to Hundt’s qualifications. The district judge stated that he “had some difficulty accepting” Hundt as an expert because Hundt was neither a psychiatrist nor psychologist, and the defense had not shown that he was “qualified to make the diagnosis and the prognosis that he was making.” The court then gave Foster an opportunity to flesh out Hundt’s qualifications and took a ten-minute recess. After the break, Foster stated that he wanted to address why the court should accept Hundt as a non-scientific expert. The court responded:
You can address it. But like I said, I will go through it, but if you are going to address why you think Mr. Hundt is an expert, I want to know why he’s an expert, what he said, and how he drew the conclusion because there are a lot of comments that he made from a self-answered questionnaire by the defendant. And from that it appeared, at least — and I’m going back from recollection right now, that one diagnosed the problem which he may be able to do, psychologists do that to some degree, and then talks about his cure and everything else. I didn’t hear any expertise on that, whether or not prison is going to be good for him or bad for him, and whether or not he can be cured in prison.
Having spelled out his concerns about Hundt’s qualifications, the district judge then launched into this aside:
Now, my experience from dealing with people that I have sent to institutions is that the institutions have experts in all these fields, and they determine whether people are treatable, how long they’re treatable, and if they’re cured, then they can — they can release somebody I had given life to at any time. I can’t make them hold onto a person. Once he hits the Bureau of Prisons, it’s up to the Bureau of Prisons how long they’re going to keep them up to the maximum that I give.
Smith’s attorney quickly attempted to correct the district judge, explaining that since the abolition of parole boards, a person may not be released early from a federal prison short of having served 85% of his sentence. The district judge, referencing a pre-guidelines case as the basis of his understanding, reiterated that he thought “the Bureau of Prisons ha[s] a lot of say,” but noted “that’s neither here nor there.”
The possibility of Smith being released earlier than the 85% threshold was discussed one more time near the end of the November 16 hearing:
MR. FOSTER: Are we — and you said maybe they’ll let him loose early. Judge, I don’t believe they will.
THE COURT: I said they could.
[870] MR. FOSTER: They could. They could.
THE COURT: I don’t have any basis to say they’re going to let him out early.
For the remainder of the sentencing proceedings, the subject of whether Smith might be released earlier than upon serving 85% of his sentence was never broached.
Unable to convince the court of Hundt’s qualifications, Foster moved for a continuance to find another expert. The court denied the motion:
THE COURT: Mr. Foster, respectfully, I’ve given numerous continuances on this case. I gave you time to go out and get an expert. I even authorized funding for the expert.
MR. FOSTER: Correct.
THE COURT: Every time I come up and tell you, well, that expert is not believable or does not meet the necessary qualifications based upon what he said, his background didn’t impress me insofar as his testimony is concerned, I’m not going to keep giving you continuances until, you know, you find somebody either I get tired of saying I’m not impressed by him or that, you know, you’re satisfied with. That’s not the way it works, Mr. Foster. I gave you a chance to go there and get somebody.
Before the second sentencing hearing concluded, the court and Foster had yet another discussion about 18 U.S.C. § 3553(a) and its relationship with the guidelines. The court observed that, before Booker, “[i]t was a lot stricter.” The court also pointed out “that the guidelines [are] only advisory, and I can take a look at them as to what a fair sentence will be.” To those observations, Foster replied: “I guess what I’m saying is I couldn’t have stood here pre-Booker and with integrity ask you to ignore these guidelines, which is what I’m asking you to do.... ” The court responded: “You could’ve done it. You may not have gotten as far as you do today. It might be a polite way of saying we agree.”
The court held a third sentencing hearing the next day and gave the government an opportunity to respond to the sentencing issues raised by the defense. The court did not convene again until nearly three months later when, on February 11, 2008, it pronounced its sentence. The court orally stated, in detail, its reasons for selecting its sentence. It considered, among other things, the nature and circumstances of the crime itself, including the duration of Smith’s operation of the child pornography-sharing server, the planning that went into creating the server and organizing the images, and the unusually appalling nature of some of the images and videos depicting violent sexual acts perpetrated on very young children. The court also considered the resulting consequences of the crime as well as the fact that Smith committed the crime within a week of being freed on bond from state custody. After discounting Hundt’s testimony because of his lack of qualifications, the court found that a 240-month sentence was “fair and reasonable given the nature and circumstances of the crime” and would “have a deterrent effect for others creating, downloading[,] and trading child pornographic images.” The court noted that “the guideline range coincides with the sentence and findings this Court has made and determined to be fair and reasonable.” Smith appeals his sentence.
II.
On appeal, Smith presents four challenges to his sentence. First, he ar[871] gues that the district court should have granted him a continuance to obtain another expert after the court discredited Hundt. Smith does not, however, challenge the district court’s rejection of Hundt’s qualifications — only the denial of the continuance to find a new expert.
Whether to grant or deny a continuance is a matter of case management. United States v. Tanner, 544 F.3d 793, 795 (7th Cir.2008). Management decisions “are for the district judge; we intervene only when it is apparent that the judge has acted unreasonably.” Griffin v. Foley, 542 F.3d 209, 217 (7th Cir.2008) (quoting N. Ind. Pub. Serv. Co. v. Carbon County Coal Co., 799 F.2d 265, 269 (7th Cir.1986)). Accordingly, this court “will overturn a trial court’s disposition of a motion to continue only for an abuse of discretion and a showing of actual prejudice.” United States v. Tingle, 183 F.3d 719, 723 (7th Cir.1999) (quoting United States v. Blandina, 895 F.2d 293, 297 (7th Cir.1989)); see also Morris v. Slappy, 461 U.S. 1, 11-12, 103 S.Ct. 1610, 75 L.Ed.2d 610 (1983) (“[B]road discretion must be granted trial courts on matters of continuances; only an unreasoning and arbitrary insistence upon expeditiousness in the face of a justifiable request for delay violates the right to the assistance of counsel.” (internal quotations omitted)).
The district court did not abuse its discretion in refusing to give Smith another bite at the expert apple. The court had already afforded Smith a fair opportunity to present expert testimony. It had authorized CJA funds to retain an expert and had given him plenty of time- — over a year1 — to find a qualified expert. Cf. United States v. J.H.H., 22 F.3d 821, 831 (8th Cir.1994) (finding no abuse of discretion where district court gave defendant a month between trial and sentencing to obtain a psychological evaluation). Having given Smith a fair opportunity to retain a suitable expert, the court was under no obligation to let him have another chance to present expert testimony — especially when public money had already been expended. “If at first you don’t succeed, try, try, again” might make a memorable maxim, but it is ill-suited as a principle for case management.
Additionally, Smith gave the district court no reason to believe that he could ever succeed in finding a satisfactory expert. See United States v. Rinaldi, 461 F.3d 922, 929 (7th Cir.2006) (observing that, when considering whether prejudice arises from the denial of a continuance, a court can look to “the likelihood that additional time would have yielded information useful at sentencing”). Smith’s attorney told the court that he had shopped around and that Hundt was the only person in Northwest Indiana who performed psycho-sexual assessments. Moreover, Hundt himself admitted on the record that not much research existed on the question of whether someone like Smith was a potential risk to commit future offenses involving child pornography. He also explained to the district court that experts had yet to devise testing that would provide insight into the question of future risk. Given Hundt’s testimony about the dearth of testing and studies on precisely the issue on which Smith sought the aid of expert testimony, the district court was well within the bounds of reason to conclude that Smith had little chance of finding a credible expert. Smith has submitted nothing to call into question the reasonableness of that conclusion; he therefore has not [872] shown that he was prejudiced by the denial of the continuance.
Next, Smith argues that the district court erred by treating the guidelines as presumptively applicable. Whether the district court followed the proper procedures after United States v. Booker, 543 U.S. 220, 125 S.Ct. 738, 160 L.Ed.2d 621 (2005), in imposing sentence is a question of law we review de novo. United States v. Mendoza, 510 F.3d 749, 754 (7th Cir.2007). The Supreme Court set forth the proper process for determining a sentence in Rita v. United States, 551 U.S. 338, 127 S.Ct. 2456, 168 L.Ed.2d 203 (2007), and Kimbrough v. United States, 552 U.S. 85, 128 S.Ct. 558, 169 L.Ed.2d 481 (2007). First, the district judge will normally begin by considering the presentence report and its interpretation of the guidelines. Rita, 127 S.Ct. at 2465. The Supreme Court has stressed that “district courts must treat the Guidelines as the ‘starting point and the initial benchmark.’ ” Kimbrough, 128 S.Ct. at 574 (quoting Gall v. United States, 552 U.S. 38, 128 S.Ct. 586, 169 L.Ed.2d 445 (2007)). After considering the guidelines, the district court will then subject the defendant’s sentence “to the thorough adversarial testing contemplated by the federal sentencing procedure.” Rita, 127 S.Ct. at 2465. The district court accomplishes that task by hearing arguments from the prosecution and defense that a guidelines sentence should not apply — because the case falls outside the heartland of the guidelines, or because a guidelines sentence fails to reflect the § 3553(a) factors, “or perhaps because the case warrants a different sentence regardless.” Id. The Supreme Court stated that, “[i]n determining the merits of these arguments, the sentencing court does not enjoy the benefit of a legal presumption that the Guidelines sentence should apply.” Id.
To support his argument that the district court, contrary to the Supreme Court’s proscription, applied a legal presumption in favor of the guidelines, Smith cites an exchange between his counsel and the district judge during the first sentencing hearing:
MR. FOSTER: Right. But that’s where I’m headed. I know that you have — yeah, there’s certain parameters on that, and you’re going to have a choice between the mandatory minimum and whatever the statutory limit is here.
THE COURT: No. I have to go back to the guidelines. You better tell me why the guidelines are improper.
That exchange occurred while the court was attempting to understand the relevance of Hundt’s testimony to Smith’s sentencing. At first blush, the court’s statements may give the impression that the district judge misapprehended his role post -Booker and placed undue emphasis on the guidelines.
An examination of the sentencing proceedings in their entirety, however, dispels any doubt that the district court incorrectly understood, or improperly applied, the procedural framework outlined in Rita. The district judge’s statements during the second sentencing hearing show that he understood the proper role the guidelines play in sentencing. During the presentation of mitigating factors by Smith’s counsel, the district judge stated that he could go higher or lower than the guidelines “for no other reason than I disagree that they’re fair, or that there are reasons why I should be higher or lower.” He also stated that he did not consider the guidelines to be “ironclad.” And when Smith’s counsel appeared to be insinuating that the district court could completely disregard the guidelines, the district judge clarified [873] that he did not “have to ignore the guidelines,” while at the same time recognizing that “it’s up to me to decide what’s a fair sentence.” Cf. Kimbrough, 128 S.Ct. at 574.
The district court’s actions support its statements. The court first calculated the guidelines range. It then gave counsel for both sides an opportunity to address any of the § 3553(a) factors they believed were relevant to sentencing, as well as any objections they had to the guidelines range. When it pronounced its sentence, the district court gave a whole host of reasons consistent with the § 3553(a) factors. See, e.g., 18 U.S.C. § 3553(a)(1) (nature and circumstances of the offense and the history and characteristics of the defendant); id. (a)(2)(A) (seriousness of the offense and just punishment for the offense); id. (a)(2)(B) (adequate deterrence). It then noted that “the guideline range coincides with the sentence and findings this Court has made and determined to be fair and reasonable.” Far from evincing a presumption that the guidelines applied, the district court’s statements and actions show that the court arrived at a sentence it believed was fair independently of the guidelines, though with due consideration for what the guidelines prescribed.
Smith also argues that the district court failed to adequately address the § 3553(a) factors. Specifically, Smith takes issue with the district court’s failure to discuss all of the mitigating circumstances surrounding the offense. He contends that, as a consequence of that failure, the sentence the district court imposed was not reasonable.
A district judge must allow a defendant to point out any of the § 3553(a) factors that might justify a sentence outside of the guidelines range, and must consider those factors when determining the sentence. United States v. Tyra, 454 F.3d 686, 687 (7th Cir.2006). But the judge need not “write a comprehensive essay applying the full panoply of penological theories and considerations, which is to say everything invoked or evoked by section 3553(a) — to the case before him.” United States v. Dean, 414 F.3d 725, 729 (7th Cir.2005). Instead, the district judge need only give an “adequate statement of the judge’s reasons, consistent with section 3553(a), for thinking the sentence that he has selected is indeed appropriate for the particular defendant.” Id.; see also United States v. George, 403 F.3d 470, 472-73 (7th Cir.2005) (“Judges need not rehearse on the record all of the considerations that 18 U.S.C. § 3553(a) lists....”).
The district judge did so here. As mentioned above, his stated reasons for the sentence conformed with the considerations listed in § 3553(a). The district judge also explicitly stated that he had taken into account all the arguments and submissions of Smith’s counsel when fashioning a sentence. Thus, between the district court’s reasoned consideration of the § 3553(a) factors, its attention to the arguments and concerns presented by Smith’s counsel, and the presumption of reasonableness we apply on appeal, see United States v. Whited, 539 F.3d 693, 699 (7th Cir.2008), we see no basis under 18 U.S.C. § 3553(a) to disturb Smith’s sentence.
Lastly, Smith asserts that reversal is warranted based on the district court’s statements during the November 15 sentencing hearing about the possibility of an early release. Recall that during a discussion of Hundt’s qualifications at the second sentencing hearing, the court mentioned its “understanding” was that the Bureau of Prisons (“BOP”) had unfettered discretion to release prisoners early if BOP experts determined that a prisoner was cured. That understanding is incorrect. Since [874] the abolition of parole,2 the earliest the BOP may release a prisoner is upon serving 85% of his sentence. See 18 U.S.C. § 3624(a)-(b). According to Smith, the district court’s mistaken comments at the second sentencing hearing affected his sentence.
Smith, however, bears the burden of showing that the district court relied on the possibility of Smith’s release prior to the 85% threshold when sentencing him. See Williams v. United States, 503 U.S. 193, 203, 112 S.Ct. 1112, 117 L.Ed.2d 341 (1992) (“[T]he party challenging the sentence on appeal ... bears the initial burden of showing that the district court relied upon an invalid factor at sentencing ....” (emphasis added)). Smith cannot meet that burden. The record provides no support for his claim that the possibility of release prior to serving 85% of his sentence played any role in the district court’s determination of his sentence.
The context in which the district judge made the comments about early release is crucial. The district court did not make them during the February 11, 2008 hearing — the fourth and final hearing at which the district court pronounced sentence and gave its reasoning for the sentence it chose. Rather, the district judge’s aside about early release occurred at the second sentencing hearing, held on November 15, 2007, three months and two hearings prior to the pronouncement of sentence. Moreover, at the time the district judge made those comments, he was not addressing Smith’s sentence. Rather, he had been explaining his concerns about the basis of Hundt’s expert testimony.3
Furthermore, while the fact that Smith could be released upon serving 85% of his sentence (the correct understanding of early release under current law) was mentioned several times during the sentencing hearings held thereafter, nothing was said at the later sentencing hearings about the possibility of an earlier release for Smith if the BOP determined that he was cured. Indeed, the only other time the issue of early release was brought up was later in that same November 15, 2007, hearing. Smith’s lawyer, not the court, initiated the discussion of early release that second time. And the district court short-circuited the exchange, acknowledging that it did not “have any basis to say they’re going to let him out early.”
Most importantly, the district judge— immediately after the erroneous aside about early release — expressly discounted the relevancy of the entire discussion to [875] sentencing, stating that it was “neither here nor there.” That the district judge thought the discussion irrelevant to sentencing was underscored at the final hearing three months later. At that hearing, the judge pronounced sentence and gave a detailed statement of reasons on the record for the sentence he selected. Nowhere did he make any mention of the possibility of early release for Smith, much less a statement seeming to indicate that he relied on that possibility when selecting his sentence.
Smith argues, however, that the court’s comments at the final sentencing hearing about its hopes for Smith’s psychological treatment and cure indicate its reliance on a misunderstanding of early release. Those comments do little more than express the district court’s desire that Smith get psychological treatment while incarcerated.4 Yet Smith would have us divine from them an implied reference to an aside about early release uttered at a hearing nearly three months prior — an aside about which the judge expressly said at the time was “neither here nor there.” We see no need for such clairvoyance when the record is as clear as it is here. The district court offered many reasons at the February 2008 hearing for sentencing Smith to 240 months’ imprisonment. The possibility of an early release was not among them.
The district judge clearly stated his reasons at the last sentencing hearing when he pronounced sentence; no-where did he mention the possibility of early release. Yet our dissenting colleague would hold that the district judge’s side comments three months and two hearings prior somehow impacted his determination of Smith’s sentence. According to the dissent, the comments about the possibility of early release infected the court’s decision-making process because the district court never expressly repudiated them on the record. We conclude this was not necessary. We also assume the dissent does not mean to imply that all the district court’s sentencing decisions since the passage of the Sentencing Reform Act of 1984 were inappropriate. We find it essential to evaluate the reasons actually given by the district court during the February 2008 hearing for Smith’s sentence. As none of those reasons implicated early release, Smith’s argument that the district court relied on the possibility of early release in fashioning his sentence must fail.
The dissent also would not credit the district court’s dismissive statement about the discussion of early release being “neither here nor there.” Dissent at 878. The dissent correctly observes that just because a district court says a decision is correct as a matter of law does not make it so. The district judge’s musings during [876] his detour into early release were not correct as a matter of law. But that is not the issue here. We must determine whether the district judge relied on the misunderstanding in determining Smith’s sentence. See Williams, 503 U.S. at 203, 112 S.Ct. 1112. We conclude he did not. He discarded his inaccurate observations at the end of his discussion on the reliability of Smith’s proposed expert. The digression into early release was “neither here nor there.” Consequently, there is no need to remand this case for resentencing.
III.
The district court acted well within its discretion when it denied Smith another continuance to allow him to try to find a more acceptable expert after the court found Hundt’s qualifications lacking. The court also correctly applied 18 U.S.C. § 3553(a) when sentencing Smith, and its statement of reasons supporting the 240-month sentence was more than adequate under that section. Finally, there is no evidence on the record that the district court’s tangential statements about early release during the second sentencing hearing played any role in the court’s determination of Smith’s sentence at the fourth and final sentencing hearing three months later. We Affirm.