Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and are natural extensions and consequences of previous concepts. This book can be used for readers who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations.

    I’m definitely having a midlife crisis…I didn’t expect to be single at forty-five, but I’ve always prided myself on facing up to a challenge. A new town, a better job, and a cozy cottage of my own are all at the top of my To Do list. A new man? Right at the bottom. I’m far too busy for love.Returning to the Devon village of Crows Tor on Dartmoor brings a new lease of life for me – in more ways than one. It turns out my old school friend, Fiona, makes a secret moonshine at her whisky distillery using spring water collected under the full moon. Apparently it enhances your psychic powers, and she tempts me to have a shot… or three.I’m thrilled at the prospect of developing my psychic abilities. And then I look into a crystal ball at the May Day fair and have a vision of a murder. Suddenly it’s not such a fun idea after all, especially when my prediction comes true. Consumed by guilt because I didn’t warn the victim, I’m determined to find the killer, even if it puts me in the very path of danger…*The Midlife Moonshine stories are set on Dartmoor in Devon, England, and contain British English spelling and usage. They are clean reads with no graphic violence, strong language, or sex, but they’re packed with magic, mystery, romance, and history – all starring women in the prime of midlife!

    Richard Coles, led a pilgrimage to all the major historic sites of the Holy Land: from Nazareth and the Sea of Galilee in the North, via Jericho and the Jordan River, to Bethlehem and, finally, Jerusalem. All of the pilgrims in his care were practising Christians, except one: the writer Kevin Jackson, a diffident and sympathetic atheist intrigued by the chance to take part in this modern-day version of an ancient act of piety, and to learn some more about his old friend, the media clergyman.Coles to Jerusalem is Kevin Jackson’s light-hearted diary of that pilgrimage, and a close-up portrait of Richard Coles both as priest and as man. As the journey proceeds, Coles reminisces at length about his past life as a rock star and radical gay agitator, his new life as a spiritual leader and a popular broadcaster on BBC radio and television, and the strange, unpredictable path that led him from self-destructive debauchery to faith and vocation.With a lively supporting cast of fellow pilgrims, Coles to Jerusalem ranges among the magnificence of ancient monuments and the banalities of the guided tour, the grim political background of contemporary Israel and the comedy of a group of idiosyncratic English folk abroad, the intensity of worship and the lightness of banter. It will be irresistible to all admirers of Richard Coles, who has contributed a foreword; and a revelation to those who have never encountered his wisdom and warmth.

    Swift builds on the best of C and Objective-C, without the constraints of C compatibility. Swift adopts safe programming patterns and adds modern features to make programming easier, more flexible, and more fun. Swift’s clean slate, backed by the mature and much-loved Cocoa and Cocoa Touch frameworks, is an opportunity to reimagine how software development works.

    But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science.Topics include:Statistical inference, exploratory data analysis, and the data science processAlgorithmsSpam filters, Naive Bayes, and data wranglingLogistic regressionFinancial modelingRecommendation engines and causalityData visualizationSocial networks and data journalismData engineering, MapReduce, Pregel, and HadoopDoing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

    By following the many programming examples included in the book and in the exercise sets, readers will gain a significant understanding of object-oriented techniques and will see how C++ can be an effective software development tool. HIGHLIGHTS *Presents file structures techniques, including direct access I/O, buffer packing and unpacking, indexing, cosequential processing, B-trees, and external hashing. *Includes extensive coverage of secondary storage devices, including disk, tape, and CD-ROM. *Covers the practice of object-oriented design and programming with complete implementations in C++. Every line of code in the book has been tested on a variety of C++ systems and is available on the Internet. *Develops a collection of C++ classes that provide a framework for solving file structure problems. *Includes class definitions, sample applications and programming problems and exercises, making this book a valuable learning and reference tool. ** Instructors materials are available from your sales rep. If you do not know your local sales representative, p

    Then she got transferred to rural northern Lower Michigan by Spell’s Angels, the monster-hunting biker gang that’s been her sole reason for being since her tempestuous teenage years, and everything she thought she believed started to shift. Gunner Stratton has a long history in Hawthorne Hollow. Everyone knows him … and the female population has never shied away from his particular brand of charm. However, all of the accolades and adoration pale in comparison to what he feels when he’s introduced to Scout. Together (along with their merry band of biker misfits), they’ll battle a bevy of monsters as they search for answers about Scout’s past … and struggle to keep the residents of Hawthorne Hollow safe from paranormal forces they don’t even know exist. She’s more powerful than most witches, the years before she was discovered abandoned outside of a fire department a blank slate. The path in front of Scout is long and winding, but finally, she might have all the pieces she needs to uncover the truth. This three-book omnibus includes: Bad to the Crone, No Crones About It, and No Crone Unturned.

    A "legit fan base" as my fellow "influencer" Katya Vlahos describes it, and even better, they're not made up of women who only clicked Follow to hate on me.And yes, I do know I've used more "air quotes" than what's appropriate for a single paragraph, but the thing is, that whole air quote thing also perfectly sums up my feelings about the past five years.Everything that's happened since the post is like one long air quote: I'm a nobody the whole world has mistaken for somebody, and I feel like it's only a matter of time before everyone wises up to the truth.If my life were a romance novel, I'd never be the girl who would end up with Prince Charming, and I don't think you'd even see my name pop up until Chapter Three. If my life were a romance novel, I'd just be the hero's token best friend. The kind of girl guys hang out with until they fall in love with someone else. If my life were a romance novel, someone as gorgeous as Aidan Blackwood shouldn't even know I exist...so why have I caught him checking me out like I'm his next meal?

    One of those victims — his wife. As he gets closer to finding the killer, he falls deeper into an elaborate conspiracy.A man wakes buried alive with no memory of who or what he is. In his pocket, a note: “Avoid the sunlight and don’t touch anybody.” Now he is being hunted by the FBI while trying to remember his monstrous past. He must control the darkness within before it consumes him and the child whose life he must protect.11-year-old Abigail was dying slowly each day as the prisoner of a sick man. Until she is saved by the most unlikely of heroes — a vampire with a deadly touch. He is her only hope, and she may hold the key to unlocking the memories of his hidden past.Past, present, fate, and future are on a collision course as the hours of AVAILABLE DARKNESS are ticking away and a force greater than anything the world has ever seen threatens humanity.Available Darkness is an epic serialized journey that reinvents vampire mythology with a fast paced, character-driven thriller that blends action, mystery, fantasy, and horror in an addictive, tragically romantic story.As usual, episode prices will be .99 during the season. After we release the full compilation on Oct. 31, episodes will go to $2.99, but the full season will be available for $5.99.SEASON TWO COMING SOON

    Each book completes a story arc, but it includes a series cliffhanger that connects Books 1-4; And then Books 5-8. IN BOOK 7 OF THE TOTLANDIA EPISODIC SERIES: For the women of Totlandia, spring brings new life and emotional renewal: A big question for Bettina is whether she'll succumb to an easy fix for her problems, or will she embrace the challenge that may lead to the financial and emotional freedom she craves... At the same time, Bettina's mysterious disappearances are adding to Lorna's anxieties to keep the club on an even keel up until she delivers her twins. Little does she know that a cruel trick by the power-hungry Kelly will curdle Lorna's relationship with her mother-in-law, Eleanor; Jillian is fighting her former mother-in-law for custody of her deceased ex-husband's infant child. The good news: Caleb has taken to his new role as über-dad with gusto. The bad news: it’s causing trouble in the Pacific Heights Moms & Tots Club; As for Jade, she is given an opportunity of a lifetime to prove herself: both as an academic researcher, and as the perfect partner for her fiánce, Reggie. But will his assistant Samantha's attentions come between them? And Brady's quest to reunite Ally with her father may be the one thing that will tear their relationship apart; Last but not least: Top Moms are in full revolt. They know that their only hope of getting out from under Bettina’s thumb is to secure their secrets-filled files hidden deep within a sculpture to be auctioned off with the rest of her possessions. Let the bidding begin! REVIEWS FOR THE TOTLANDIA SERIES “I love a good mommy send-up as much as the next gal, and this peek into the ridiculousness of the San Francisco uppercrust is delightful. Whether or not you’ve ever had the pleasure (or pain) of joining a playgroup, Brown’s tale is as charming as it is cringeworthy. I laughed, I winced, I kept scrolling.” —Romantic Times “With affairs, pending divorces, secret jobs and unsavory pasts, each wannabe member hides something that could blow her chances for good.Like the characters in reality shows such as “Dance Moms,” the women in Pacific Heights might be over-the-top, but in the end the best interests of their kids are (almost) always at heart. Laugh-out-loud funny and sometimes touching, the “Totlandia” novellas serve as the perfect quick read for busy moms or anyone looking to escape with some gossipy fun.” —Examiner.com “Josie Brown writes Totlandia with her usual storytelling flair. The dialogue is smooth and flowing. The characters are easy to side with or become angry with, depending on each situation. The scenery is easy to visualize. And we mustn’t forget all the sex (blushworthy, at that) and scandal that is a staple of a true Josie Brown novel. Totlandia: The Onesies (book one) kept me entertained and on my toes the entire time. It showed that there are mothers who are human and sometimes screw up even with the best intentions at hand. It’s like a soap opera for mommies. Guilty pleasure, anyone?!? I look forward to reading book two next and will share my thoughts on that one, as well!”—Melissa Amster, ChickLitCentral.com “This book is wonderfully written and has more than just drama. There are touching moments, parts that made me laugh out loud, and as I read the story I felt like I was reading a television show!”—Divine Secrets of a Domestic Goddess

    But the machine men have a long-term plan to regain everything they’ve lost. They will slip away into the wider galaxy from their secret base on Tyche in the Oort cloud. They will go to a nearby star system to rebuild and return stronger than ever.The Sunbeam can’t reach into the Oort cloud. A spaceship will take three years to reach the cyborg base. Despite the distance, Marten Kluge orders Task Force 7 to make the lonely trek.In the Oort cloud, the cyborgs spring a trap. Now, in the darkness far from home, the last Space Marines enter their insertion pods for the methane-icy surface. They plan to sell their lives if they must in order to end the cyborg menace forever.Previously published in the anthology Planetary Assault.

    Going around will take years, but there is rumor of a path through. A path known only to those who live at Star CityBut Star City is interdicted, its outer reaches patrolled by Orion ships. Though Misha knows of a hidden FTL route that can get a ship close enough to the city, using it assumes the city’s inhabitants are friendly.Jessica and Trevor risk the pathway, travelling to Star City where they find something far more amazing than they ever expected—only to learn they must make a sacrifice unlike any they had ever dreamed.The Toll Road Between the StarsNo one ever said that travelling ten thousand light years would be easy...Sabrina and her crew are nearly through the Stillwater Nebula. But before they pass through into the open space beyond, they have to get through the Perry Strait. A stretch of space where no FTL is possible, with the Perry System at its center.There they learn that an old enemy has leapfrogged them and laid a trap. A trap they're going to have to spring if they want to get through to the other side.The Final Stroll on Perseus's ArmAn old foe from Finaeus's past reveals a secret that will save the crew.It has been eight long years since the crew of Sabrina passed beyond the Stillwater Nebula. They are now deep within the Orion Freedom Alliance, taking a short respite on the planet Ferra, roughly five-hundred light years from the inner edge of Orion space--only a year from the relative safety of the Inner Stars.But when Cheeky is abducted, everything is turned on its head once more, and the crew learns of secrets the Orion government had tried to keep under wraps for millennia.Now they're in a race to save Cheeky, and take advantage of an opportunity they thought never to see again.

    Along with her new P.I. boyfriend, Mandy heads up to the ski resort in Wyoming where the woman was last seen and lands in the path of a killer. Can Jess get there before Mandy becomes the next victim?

    

    With it, you'll learn how to write Python programs that work with large collections of unstructured text. You'll access richly annotated datasets using a comprehensive range of linguistic data structures, and you'll understand the main algorithms for analyzing the content and structure of written communication.Packed with examples and exercises, Natural Language Processing with Python will help you: Extract information from unstructured text, either to guess the topic or identify "named entities" Analyze linguistic structure in text, including parsing and semantic analysis Access popular linguistic databases, including WordNet and treebanks Integrate techniques drawn from fields as diverse as linguistics and artificial intelligenceThis book will help you gain practical skills in natural language processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library. If you're interested in developing web applications, analyzing multilingual news sources, or documenting endangered languages -- or if you're simply curious to have a programmer's perspective on how human language works -- you'll find Natural Language Processing with Python both fascinating and immensely useful.